DAIS ITA Science Library

International Technology Alliance in Distributed Analytics and Information Science (DAIS ITA)

Welcome to the online legacy for the International Technology Alliance in Distributed Analytics and Information Science (DAIS ITA). Here you will find summary information for this program, along with a full list of publications.

You can read more about the DAIS ITA on wikipedia.

The remainder of this page lists all of the publications from the DAIS ITA program.

Paper type 2016 2017 2018 2019 2020 2021 total
journal 0 7 17 31 19 6 80
patent 0 0 0 1 5 0 6
external conference 4 88 97 104 46 1 340
internal conference 0 46 33 47 13 0 139
invited talk 1 5 1 5 0 0 12
book chapter 0 2 1 2 0 0 5
demo 0 7 12 14 3 0 36
tech report 0 1 7 3 9 0 20
poster 0 1 2 5 0 0 8
total 5 157 170 212 95 7 646

Publications

All of the publications from the DAIS ITA program are listed in the table below.

id type title authors date venue collaboration
doc-5994 journal A New Upper Bound on Cache Hit Probability for Non-anticipative Caching Policies

Download: paper
  • Nitish Panigrahy (UMass)
  • Philippe Nain
  • Giovanni Neglia
  • Don Towsley (UMass)
Mar-2021 ACM Sigmetrics [link] collaborative
doc-6004 journal On the Analysis of Spatially Constrained Power of Two Choice Policies

Download: paper
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kin Leung (Imperial)
Mar-2021 ACM SIGMETRICS Performance Evaluation Review, 48(3), 51-56 [link] international with government
doc-5970 journal A Framework for Fostering Transparency in Shared Artificial Intelligence Models by Increasing Visibility of Contributions

Download: paper
  • Iain Barclay (Cardiff)
  • Harrison Taylor (Cardiff)
  • Alun Preece (Cardiff)
  • Ian Taylor (Cardiff)
  • Dinesh Verma (IBM US)
  • Geeth de Mel (IBM UK)
Feb-2021 Barclay, Iain, et al. "A framework for fostering transparency in shared artificial intelligence models by increasing visibility of contributions." Concurrency and Computation: Practice and Experience (2020): e6129. [link] international
doc-6003 journal Service Placement for Collaborative Edge Applications

Download: paper
  • Lin Wang
  • Lei Jiao
  • Ting He (PSU)
  • Jun Li
  • Henri Bal
Feb-2021 IEEE/ACM Transactions on Networking (2020). [link] collaborative
doc-5937 journal Percolation Thresholds for Robust Network Connectivity

Download: paper
Variants: doc-5645
  • Arman Kabir (UMass)
  • Mihir Pant
  • Don Towsley (UMass)
  • Saikat Guha
  • Ananthram Swami (ARL)
Jan-2021 Journal of Statistical Mechanics: Theory and Experiment 2021, no. 1 (2021): 013212. [link] collaborative with government
doc-5945 external conference Overcoming Noisy and Irrelevant Data in Federated Learning

Download: paper
  • Timur Ibrayev (Purdue)
  • Shiqiang Wang (IBM US)
  • Bongjun Ko (IBM US)
  • Changchang Liu (IBM US)
  • Kin Leung (Imperial)
Jan-2021 International Conference on Pattern Recognition 2021 [link] international
doc-6006 journal Optimizing in the Dark: Learning Optimal Network Resource Reservation Through a Simple Request Interface

Download: paper
Variants: doc-3591
  • Qiao Xiang (Yale)
  • Haitao Yu
  • James Aspnes (Yale)
  • Franck Le (IBM US)
  • Chin Guok
  • Linghe Kong
  • Richard Yang (Yale)
Jan-2021 IEEE/ACM Transactions on Networking (2021). [link] collaborative
doc-5921 external conference Online Multitask Learning with Long-Term Memory

Download: paper
  • Mark Herbster (UCL)
  • Stephen Pasteris (UCL)
  • Lisa Tse (UCL)
Dec-2020 Neural Information Processing Systems Online Conference 2020 [link] single institute
doc-5924 external conference Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice

Download: paper
  • Shufan Wang
  • Jian Li (UMass)
  • Shiqiang Wang (IBM US)
Dec-2020 Neural Information Processing Systems Online Conference 2020 [link] collaborative
doc-5939 journal Let's Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds

Download: paper
  • Faheem Zafari (Imperial)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Prithwish Basu (BBN)
  • Ananthram Swami (ARL)
  • Jian Li (UMass)
Dec-2020 IEEE Transactions on Network and Service Management (2020) [link] international with government
doc-5941 external conference Online Matrix Completion with Side Information

Download: paper
Variants: doc-5732
  • Mark Herbster (UCL)
  • Stephen Pasteris (UCL)
  • Lisa Tse (UCL)
Dec-2020 Neural Information Processing Systems Online Conference 2020 [link] single institute
doc-5996 external conference How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation Methods

Download: paper
  • Jeya Vikranth Jeyakumar (UCLA)
  • Joseph Noor (UCLA)
  • Yu-Hsi Cheng (UCLA)
  • Luis Garcia (UCLA)
  • Mani Srivastava (UCLA)
Dec-2020 Neural Information Processing Systems Online Conference 2020 [link] single institute
doc-5914 external conference An Experimentation Platform for Explainable Coalition Situational Understanding

Download: paper
  • Katie Barrett-Powell (Cardiff)
  • Jack Furby (Cardiff)
  • Liam Hiley (Cardiff)
  • Marc Vilamala (Cardiff)
  • Harrison Taylor (Cardiff)
  • Federico Cerutti (Cardiff)
  • Alun Preece (Cardiff)
  • Tianwei Xing (UCLA)
  • Luis Garcia (UCLA)
  • Mani Srivastava (UCLA)
  • Dave Braines (IBM UK)
Nov-2020 AAAI 2020 Fall Symposium Series [link] international
doc-5919 external conference Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams

Download: paper
  • Dave Braines (IBM UK)
  • Federico Cerutti (Cardiff)
  • Marc Vilamala (Cardiff)
  • Mani Srivastava (UCLA)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Gavin Pearson (Dstl)
Nov-2020 AAAI 2020 Fall Symposium Series [link] international with government
doc-5956 external conference Neuroplex: Learning to Detect Complex Events in Sensor Networks through Knowledge Injection

Download: paper
  • Tianwei Xing (UCLA)
  • Luis Garcia (UCLA)
  • Marc Vilamala (Cardiff)
  • Federico Cerutti (Cardiff)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Mani Srivastava (UCLA)
Nov-2020 ACM Conference on Embedded Networked Sensor Systems [link] international with government
doc-5962 external conference Jarvis: Moving Towards a Smarter Internet of Things

Download: paper
  • Anand Mudgerikar (Purdue)
  • Elisa Bertino (Purdue)
Nov-2020 40th IEEE International Conference on Distributed Computing Systems [link] single institute
doc-5981 external conference Enabling Discoverable Trusted Services for Highly Dynamic Decentralized Workflows

Download: paper
  • Iain Barclay (Cardiff)
  • Chris Simpkin (Cardiff)
  • Graham Bent (IBM UK)
  • Tom La Porta (PSU)
  • Declan Millar (IBM UK)
Nov-2020 15th Workshop on Workflows in Support of Large-Scale Science [link] international
doc-5989 journal A Large-scale Empirical Study on the Vulnerability of Deployed IoT Devices

Download: paper
  • Binbin Zhao
  • Shouling Ji
  • Wei-Han Lee
  • Changting Lin
  • Haiqing Weng
  • Jingzheng Wu
  • Pan Zhou
  • Liming Fang
  • Raheem Beyah
Nov-2020 IEEE Transactions on Dependable and Secure Computing (2020) [link] collaborative
doc-5991 external conference Matching through Embedding in Dense Graphs

Download: paper
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Don Towsley (UMass)
Nov-2020 LMCA at NeurIps 2020 [link] collaborative
doc-6049 external conference Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach

Download: paper
  • Pengchao Han (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
Nov-2020 40th IEEE International Conference on Distributed Computing Systems [link] international
doc-6052 external conference FLAP - A Federated Learning Framework for Attribute-based Access Control Policies

Download: paper
  • Amani Abu Jabal (Purdue)
  • Elisa Bertino (Purdue)
  • Jorge Lobo
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Alessandra Russo (Imperial)
Nov-2020 AAAI 2020 Fall Symposium Series [link] international
doc-6053 external conference Communication-efficient k-Means for Edge-based Machine Learning
  • Hanlin Lu (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Changchang Liu (IBM US)
  • Mehrdad Mahdavi (PSU)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
Nov-2020 40th IEEE International Conference on Distributed Computing Systems collaborative with government
doc-6077 journal The Science Library: Curation and Visualization of a Science Gateway repository

Download: paper
Variants: doc-6071
  • Dave Braines (IBM UK)
  • Jane Stockdill-Mander (IBM UK)
  • Eunjin Lee (IBM UK)
Nov-2020 Concurrency and Computation: Practice and Experience: e6100. [link] single institute
doc-5546 external conference Stable and Supported Semantics in Continuous Vector Spaces

Download: paper
  • Yaniv Aspis (Imperial)
  • Krysia Broda (Imperial)
  • Alessandra Russo (Imperial)
  • Jorge Lobo
Oct-2020 Future Generation Computer Systems (FGCS), Vol 111 [link] collaborative
doc-5912 external conference Breadth verses depth: the impact of tree structure on cultural influence

Download: paper
Variants: doc-6089
  • Rhodri Morris (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Cheryl Giammanco (ARL)
Oct-2020 2020 International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation on Oct-19-22 [link] international with government
doc-5947 external conference Approximation Algorithms for Data-Intensive Service Chain Embedding

Download: paper
  • Konstantinos Poularakis (Yale)
  • Jaime Llorca
  • Antonia Tulino
  • Leandros Tassiulas (Yale)
Oct-2020 International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing [link] collaborative
doc-5976 journal Beyond Dyads and Triads: A Comparison of Tetrads in Twenty Social Networks

Download: paper
  • Cassie McMillan (PSU)
  • Diane Felmlee (PSU)
Oct-2020 Social Psychology Quarterly 83.4 (2020): 383-404 [link] single institute
doc-5997 external conference Energy-Efficient Target Recognition using ReRAM Crossbars for Enabling On-Device Intelligence

Download: paper
  • Sourav Sanyal (Purdue)
  • Aayush Ankit (Purdue)
  • Craif Vineyard
  • Kaushik Roy (Purdue)
Oct-2020 2020 IEEE Workshop on Signal Processing Systems (SiPS) [link] collaborative
doc-6050 external conference Preparing Network Intrusion Detection Deep Learning Models with Minimal Data Using Adversarial Domain Adaptation

Download: paper
  • Ankush Singla (Purdue)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
Oct-2020 ASIA CCS 2020 [link] collaborative
doc-5610 external conference DeepProbCEP: A Hybrid Neuro-Symbolic Approach for Complex Event Processing in Noisy and Adversarial Settings
  • Marc Vilamala (Cardiff)
  • Harrison Taylor (Cardiff)
  • Tianwei Xing (UCLA)
  • Luis Garcia (UCLA)
  • Mani Srivastava (UCLA)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Angelika Kimmig (Cardiff)
  • Federico Cerutti (Cardiff)
Sep-2020 The 36th International Conference on Logic Programming (ICLP) 2020 international with government
doc-5736 external conference Increasing negotiation performance at the edge of the network

Download: paper, presentation
  • Daniel Vente (Cardiff)
  • Angelika Kimmig (Cardiff)
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Sep-2020 7th International Conference on Agreement Technologies (AT2020) [link] single institute
doc-5794 internal conference DAIS-ITA Experimentation Environment and Scenario

Download: paper, presentation
  • Graham White (IBM UK)
  • Dave Conway-Jones (IBM UK)
  • Kevin Chan (ARL)
  • Alun Preece (Cardiff)
  • James Harryman (Dstl)
  • Matthew Cox (Dstl)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
doc-6000 journal Gradual Channel Pruning While Training Using Feature Relevance Scores for Convolutional Neural Networks

Download: paper
  • Sai Aparna Aketi (Purdue)
  • Sourja Roy (Purdue)
  • Anand Raghunathan (Purdue)
  • Kaushik Roy (Purdue)
Sep-2020 IEEE Access, 8, 171924-171932 [link] single institute
doc-6005 journal Resource Allocation in One-dimensional Distributed Service Networks with Applications

Download: paper
Variants: doc-4373,doc-4751
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Philippe Nain
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
Sep-2020 Performance Evaluation 142 (2020): 102110. [link] international with government
doc-6069 internal conference Second-Order Learning and Inference using Incomplete Data for Uncertain Bayesian Networks: A Two Node Example

Download: presentation
Variants: doc-5929
  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
  • Murat Sensoy
  • Kumar Vijay Mishra
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
doc-6071 internal conference The Science Library: Curation and Visualization of a Science Gateway repository

Download: paper
Variants: doc-6077
  • Dave Braines (IBM UK)
  • Jane Stockdill-Mander (IBM UK)
  • Eunjin Lee (IBM UK)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 single institute
doc-6072 internal conference Explainable Multimodal Activity Recognition for Interpretable Coalition Situational Understanding

Download: paper
  • Liam Hiley (Cardiff)
  • Harrison Taylor (Cardiff)
  • Jack Furby (Cardiff)
  • Richard Tomsett (IBM UK)
  • Prudhvi Gurram (ARL)
  • Supriyo Chakraborty (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
doc-6073 internal conference Continuous Federated Learning of Global Policies in Coalition Environments

Download: paper, presentation
  • Yaniv Aspis (Imperial)
  • Daniel Cunnington (IBM UK)
  • Mark Herbster (UCL)
  • Alessandra Russo (Imperial)
  • Krysia Broda (Imperial)
  • Jorge Lobo
  • Ankush Singla (Purdue)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
doc-6074 internal conference Assessing temporal and spatial features in detecting disruptive users on Reddit

Download: presentation
Variants: doc-5992
  • James Ashford (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Alun Preece (Cardiff)
  • Diane Felmlee (PSU)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
doc-6075 internal conference Optimizing the efficiency of collective decision making in groups

Download: paper, presentation
  • Malgorzata Turalska (ARL)
  • Rosie Lickorish (IBM UK)
  • Geeth de Mel (IBM UK)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
doc-6079 internal conference Collective problem solving in social networks
  • Rosie Lickorish (IBM UK)
  • Malgorzata Turalska (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
doc-6080 demo Towards Maintaining and Reusing Complex Event Processing Systems

Download: paper
  • Marc Vilamala (Cardiff)
  • Mark Law (Imperial)
  • Harrison Taylor (Cardiff)
  • Tianwei Xing (UCLA)
  • Luis Garcia (UCLA)
  • Dave Braines (IBM UK)
  • Daniel Cunnington (IBM UK)
  • Graham White (IBM UK)
  • Alessandra Russo (Imperial)
  • Mani Srivastava (UCLA)
  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
doc-6081 internal conference Exploiting Human Perception for Adversarial Attacks

Download: paper, presentation
  • Pengrui Quan (UCLA)
  • Mani Srivastava (UCLA)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 single institute
doc-6084 internal conference On Collaboration in Machine Learning

Download: paper, presentation
  • Yu-Zhen Chen (UMass)
  • Don Towsley (UMass)
  • Dinesh Verma (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 collaborative
doc-6085 internal conference Joint State-Action Embedding for Efficient Reinforcement Learning

Download: paper, presentation
  • Paul Pritz (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
doc-6086 internal conference Using Positive and Negative Network Ties in AI Models: An Application Predicting Terrorism in India

Download: paper, presentation
  • Dave Braines (IBM UK)
  • Diane Felmlee (PSU)
  • Dinesh Verma (IBM US)
  • Scott Sigmund Gartner (PSU)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
doc-6087 demo Reinforcement and Transfer Learning for Distributed Analytics in Fragmented SDC
  • Ziyao Zhang (Imperial)
  • Anand Mudgerikar (Purdue)
  • Ankush Singla (Purdue)
  • Kin Leung (Imperial)
  • Elisa Bertino (Purdue)
  • Kevin Chan (ARL)
  • John Melrose (Dstl)
  • Jeremy Tucker (Dstl)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
doc-6088 demo Extracting Interpretable Rules from Deep Models Across Coalitions

Download: paper, presentation
  • Franck Le (IBM US)
  • Kin Leung (Imperial)
  • Konstantinos Poularakis (Yale)
  • Leandros Tassiulas (Yale)
  • Paul Yu (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
doc-6089 external conference Breadth verses depth: the impact of tree structure on cultural influence

Download: paper, presentation
Variants: doc-5912
  • Rhodri Morris (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Cheryl Giammanco (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
doc-6090 internal conference A Security-Constrained Reinforcement Learning Framework for Software Defined Networks

Download: paper, presentation
  • Anand Mudgerikar (Purdue)
  • Elisa Bertino (Purdue)
  • Jorge Lobo
  • Dinesh Verma (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 collaborative
doc-5586 journal Biologically Plausible Class Discrimination Based Recurrent Neural Network Training for Motor Pattern Generation

Download: paper
  • Parami Wijesinghe (Purdue)
  • Chamika Liyanagedera (Purdue)
  • Kaushik Roy (Purdue)
Aug-2020 Frontiers in Neuroscience [link] single institute
doc-5596 journal Prophet: Toward Fast, Error-Tolerant Model-Based Throughput Prediction for Reactive Flows in DC Networks

Download: paper
  • Jingxuan Zhang
  • Kai Gao
  • Richard Yang (Yale)
  • Jun Bi
Aug-2020 IEEE/ACM Transactions on Networking, Early access [link] collaborative
doc-5639 external conference Deep Spiking Neural Network: Energy Efficiency Through Time based Coding

Download: paper
  • Bing Han (Purdue)
  • Kaushik Roy (Purdue)
Aug-2020 16th European Conference on Computer Vision (ECCV) 2020 [link] single institute
doc-5647 tech report Robustness Hidden in Plain Sight: Can Analog Computing Defend Against Adversarial Attacks?

Download: paper
  • Deboleena Roy (Purdue)
  • Indranil Chakraborty (Purdue)
  • Timur Ibrayev (Purdue)
  • Kaushik Roy (Purdue)
Aug-2020 [link] single institute
doc-5662 tech report TREND: Transferability based Robust ENsemble Design

Download: paper
  • Deepak Ravikumar (Purdue)
  • Sangamesh Kodge (Purdue)
  • Isha Garg (Purdue)
  • Kaushik Roy (Purdue)
Aug-2020 [link] single institute
doc-5724 external conference Fast-Fourier-Forecasting Resource Utilisation in Distributed Systems

Download: paper
  • Paul Pritz (Imperial)
  • Daniel Perez (Imperial)
  • Kin Leung (Imperial)
Aug-2020 The 29th International Conference on Computer Communications and Networks (ICCCN 2020) [link] single institute
doc-5992 external conference Assessing temporal and spatial features in detecting disruptive users on Reddit

Download: paper
Variants: doc-6074
  • James Ashford (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Alun Preece (Cardiff)
  • Diane Felmlee (PSU)
Aug-2020 10th Workshop on Social Network Analysis in Applications [link] international
doc-5506 external conference Decentralized placement of data and analytics in wireless networks for energy-efficient execution

Download: paper
  • Prithwish Basu (BBN)
  • Theodoros Salonidis (IBM US)
  • Brent Kraczek (ARL)
  • Sayed Saghaian (PSU)
  • Ali Sydney (BBN)
  • Bongjun Ko (IBM US)
  • Tom La Porta (PSU)
  • Kevin Chan (ARL)
Jul-2020 2020 IEEE Annual Joint Conference: INFOCOM, IEEE Computer and Communications Societies [link] collaborative with government
doc-5524 external conference Toward Optimal Software-Defined Interdomain Routing

Download: paper
  • Qiao Xiang (Yale)
  • Jingxuan Zhang
  • Kai Gao
  • Yeon-Sup Lim (IBM US)
  • Franck Le (IBM US)
  • Geng Li (Yale)
  • Richard Yang (Yale)
Jul-2020 2020 IEEE Annual Joint Conference: INFOCOM, IEEE Computer and Communications Societies [link] collaborative
doc-5538 external conference VADR: Discriminative Multimodal Explanations for Situational Understanding

Download: paper
  • Harrison Taylor (Cardiff)
  • Liam Hiley (Cardiff)
  • Dave Braines (IBM UK)
  • Alun Preece (Cardiff)
Jul-2020 23rd International Conference on Information Fusion [link] collaborative
doc-5542 external conference On Security Policy Migrations

Download: paper
  • Jorge Lobo
  • Elisa Bertino (Purdue)
  • Alessandra Russo (Imperial)
Jul-2020 23rd International Conference on Information Fusion [link] international
doc-5544 journal Efficient orchestration of Node-RED IoT workflows using a Vector Symbolic Architecture

Download: paper
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Dan Harborne (Cardiff)
  • Graham Bent (IBM UK)
  • Alun Preece (Cardiff)
  • Raghu Ganti (IBM US)
Jul-2020 CellPress Patterns, Vol 1 Issue 4 [link] international
doc-5565 external conference Toward Programmable Interdomain Routing

Download: paper
  • Qiao Xiang (Yale)
  • Jensen Zhang
  • Franck Le (IBM US)
  • Richard Yang (Yale)
Jul-2020 ANRW 20 [link] collaborative
doc-5576 patent Distributed Learning using Ensemble-Based Fusion

Download: paper
  • Dinesh Verma (IBM US)
  • Supriyo Chakraborty (IBM US)
Jul-2020 U.S. Patent Application 16/242,045, filed January 8, 2019 [link] single institute
doc-5582 external conference Online Network Flow Optimization for Multi-Grade Service Chains

Download: paper
  • Victor Valls (Yale)
  • George Iosifidis
  • Geeth de Mel (IBM UK)
  • Leandros Tassiulas (Yale)
Jul-2020 2020 IEEE Annual Joint Conference: INFOCOM, IEEE Computer and Communications Societies [link] international
doc-5608 journal Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI

Download: paper
  • Richard Tomsett (IBM UK)
  • Alun Preece (Cardiff)
  • Dave Braines (IBM UK)
  • Federico Cerutti (Cardiff)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
  • Gavin Pearson (Dstl)
  • Lance Kaplan (ARL)
Jul-2020 CellPress Patterns, Vol 1 Issue 4 [link] international with government
doc-5995 external conference Enabling Homeostasis using Temporal Decay Mechanisms in Spiking CNNs Trained with Unsupervised Spike Timing Dependent Plasticity

Download: paper
  • Krishna Kesari (Purdue)
  • Priyadarshini Panda (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Kaushik Roy (Purdue)
Jul-2020 2020 International Joint Conference on Neural Networks (IJCNN) [link] single institute
doc-6051 external conference Sharing Models or Coresets: A Study based on Membership Inference Attack

Download: paper
  • Hanlin Lu (PSU)
  • Changchang Liu (IBM US)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
Jul-2020 FL-ICML 2020 [link] collaborative with government
doc-5512 journal Robust Coreset Construction for Distributed Machine Learning

Download: paper
Variants: doc-4903
  • Hanlin Lu (PSU)
  • Ming-Ju Li (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
Jun-2020 IEEE Journal on Selected Areas in Communications [link] collaborative with government
doc-5516 external conference Joint Coreset Construction and Quantization for Distributed Machine Learning

Download: paper
Variants: doc-5899
  • Hanlin Lu (PSU)
  • Changchang Liu (IBM US)
  • Shiqiang Wang (IBM US)
  • Ting He (PSU)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
Jun-2020 2020 IFIP Networking Conference (Networking) [link] international with government
doc-5518 external conference Waypoint-based Topology Inference

Download: paper
  • Yilei Lin (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
Jun-2020 IEEE ICC 2020 [link] collaborative with government
doc-5520 journal Service Placement and Request Routing in MEC Networks With Storage, Computation, and Communication Constraints

Download: paper
  • Konstantinos Poularakis (Yale)
  • Jaime Llorca
  • Antonia Tulino
  • Ian Taylor (Cardiff)
  • Leandros Tassiulas (Yale)
Jun-2020 IEEE/ACM Transactions on Networking, Vol 28, Issue 3 [link] international
doc-5526 journal Trident: Toward Distributed Reactive SDN Programming with Consistent Updates

Download: paper
  • Kai Gao
  • Taishi Nojima (Yale)
  • Haitao Yu
  • Richard Yang (Yale)
Jun-2020 IEEE Journal on Selected Areas in Communications, Vol 38 Issue 7 [link] collaborative
doc-5578 journal Toward Scalable, Efficient, and Accurate Deep Spiking Neural Networks With Backward Residual Connections, Stochastic Softmax, and Hybridization

Download: paper
  • Priyadarshini Panda (Purdue)
  • Sai Aparna Aketi (Purdue)
  • Kaushik Roy (Purdue)
Jun-2020 Frontiers in Neuroscience [link] single institute
doc-5613 journal Pathways to efficient neuromorphic computing with non-volatile memory technologies

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  • Indranil Chakraborty (Purdue)
  • Akhilesh Jaiswal (Purdue)
  • Atanu Saha (Purdue)
  • Sumeet Gupta (Purdue)
  • Kaushik Roy (Purdue)
Jun-2020 Applied Physic Reviews, Vol 7, Issue 2 [link] single institute
doc-5643 external conference RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network

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  • Bing Han (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Kaushik Roy (Purdue)
Jun-2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition [link] single institute
doc-5645 tech report Percolation Thresholds for Robust Network Connectivity

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Variants: doc-5937
  • Arman Kabir (UMass)
  • Mihir Pant
  • Don Towsley (UMass)
  • Saikat Guha
  • Ananthram Swami (ARL)
Jun-2020 [link] collaborative with government
doc-5651 tech report Menes: Towards a Generic, Fully-Automated Test and Validation Platform for Wireless Networks

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  • Kerim Gokarslan (Yale)
Jun-2020 [link] single institute
doc-5664 tech report Online Learning of Facility Locations

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  • Stephen Pasteris (UCL)
  • Ting He (PSU)
  • Fabio Vitale
  • Shiqiang Wang (IBM US)
  • Mark Herbster (UCL)
Jun-2020 [link] international
doc-5934 external conference Line-Speed and Scalable Intrusion Detection at the Network Edge via Federated Learning

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  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Jun-2020 International Federation for Information Processing (IFIP) Networking 2020 Conference [link] international
doc-5148 external conference Negative Ties Network based Modeling of Terrorist Incidents

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  • Dinesh Verma (IBM US)
  • Scott Sigmund Gartner (PSU)
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
May-2020 SPIE DCS 2020 international
doc-5152 external conference Using AI/ML to predict perpetrators for terrorist incidents

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  • Dinesh Verma (IBM US)
  • Scott Sigmund Gartner (PSU)
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
  • Rithvik Yarlagadda (PSU)
May-2020 SPIE DCS 2020 international
doc-5508 external conference Capacity Analysis of Distributed Computing Systems with Multiple Resource Types

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  • Pengchao Han (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
May-2020 2020 IEEE Wireless Communications and Networking Conference (WCNC) [link] international
doc-5534 external conference Strategyproof Reinforcement Learning for Online Resource Allocation

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  • Sebastian Stein (Southampton)
  • Mateusz Ochal (Southampton)
  • Ioana-Adriana Moisoiu (Southampton)
  • Enrico Gerding (Southampton)
  • Raghu Ganti (IBM US)
  • Ting He (PSU)
  • Tom La Porta (PSU)
May-2020 2020 International Conference on Autonomous Agents and Multiagent Systems (AAMAS) [link] international
doc-5536 external conference Policy based ensembles for multi domain operations

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  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Alessandra Russo (Imperial)
  • Seraphin Calo (IBM US)
  • Ankush Singla (Purdue)
May-2020 SPIE DCS 2020 [link] international
doc-5567 external conference Training Deep Spiking Neural Networks for Energy-Efficient Neuromorphic Computing

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  • Gopalakrishnan Srinivasan (Purdue)
  • Chankyu Lee (Purdue)
  • Abhronil Sengupta (PSU)
  • Priyadarshini Panda (Purdue)
  • Syed Shakib Sarwar (Purdue)
  • Kaushik Roy (Purdue)
May-2020 ICASSP 2020 [link] collaborative
doc-5594 patent Generating result explanations for neural networks

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  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Supriyo Chakraborty (IBM US)
May-2020 U.S. Patent Application 16/201,393, filed November 27, 2018 [link] single institute
doc-5660 tech report Conditionally Deep Hybrid Neural Networks Across Edge and Cloud

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  • Yinghan Long (Purdue)
  • Indranil Chakraborty (Purdue)
  • Kaushik Roy (Purdue)
May-2020 [link] single institute
doc-5732 tech report Online Matrix Completion with Side Information

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Variants: doc-5941
  • Mark Herbster (UCL)
  • Stephen Pasteris (UCL)
  • Lisa Tse (UCL)
May-2020 [link] single institute
doc-5584 patent Distributed learning preserving model security

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  • Dinesh Verma (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Changchang Liu (IBM US)
Apr-2020 U.S. Patent Application 16/164,846, filed October 19, 2018 [link] single institute
doc-5653 tech report The current state of automated negotiation theory: a literature review

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  • Daniel Vente (Cardiff)
  • Angelika Kimmig (Cardiff)
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Apr-2020 [link] single institute
doc-5528 journal The Implications of Shared Identity on Indirect Reciprocity

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  • Wafi Bedewi (Cardiff)
  • Roger Whitaker (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Stuart Allen (Cardiff)
  • Yarrow Dunham (Yale)
Mar-2020 Journal of Information and Telecommunication [link] international
doc-5738 tech report Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models

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  • Liam Hiley (Cardiff)
  • Alun Preece (Cardiff)
  • Yulia Hicks (Cardiff)
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram (ARL)
  • Richard Tomsett (IBM UK)
Mar-2020 [link] international with government
doc-4694 external conference Sanity Checks for Saliency Metrics

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Variants: doc-4699
  • Richard Tomsett (IBM UK)
  • Dan Harborne (Cardiff)
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram (ARL)
  • Alun Preece (Cardiff)
Feb-2020 The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) international with government
doc-4723 external conference FastLAS: Scalable Inductive Logic Programming incorporating Domain-specific Optimisation Criteria

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  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Elisa Bertino (Purdue)
  • Krysia Broda (Imperial)
  • Jorge Lobo
Feb-2020 The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) international
doc-4727 external conference Defending with Shared Resources on a Network

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  • Minming Li
  • Long Tran-Thanh (Southampton)
  • Xiaowei Wu
Feb-2020 The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) collaborative
doc-4733 external conference Uncertainty-Aware Deep Classifiers using Generative Models

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  • Murat Sensoy
  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
  • Maryam Saleki
Feb-2020 The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) international with government
doc-4990 journal Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures

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  • Chankyu Lee (Purdue)
  • Syed Shakib Sarwar (Purdue)
  • Priyadarshini Panda (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Kaushik Roy (Purdue)
Feb-2020 Frontiers in Neuroscience 14 (2020) [link] single institute
doc-4909 journal Tree-CNN: A Hierarchical Deep Convolutional Neural Network for Incremental Learning

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  • Deboleena Roy (Purdue)
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
Jan-2020 Neural Networks 121 (2020): 148-160. [link] single institute
doc-4986 patent Ranking and updating machine learning models based on data inputs at edge nodes

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  • Raghu Ganti (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Swati Rallapalli (IBM US)
  • ShreeRanjani SrirangamSridharan (IBM US)
Jan-2020 U.S. Patent Application 16/021,086, filed January 2, 2020. single institute
doc-4988 patent Vectorization of documents

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  • ShreeRanjani SrirangamSridharan (IBM US)
  • Raghu Ganti (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Yeon-Sup Lim (IBM US)
Jan-2020 U.S. Patent Application 16/032,764, filed January 16, 2020 single institute
doc-5573 journal Online Convex Optimization with Perturbed Constraints: Optimal Rates against Stronger Benchmarks

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  • Victor Valls (Yale)
  • George Iosifidis
  • Douglas Leith
  • Leandros Tassiulas (Yale)
Jan-2020 23rdInternational Conference on Artificial Intelligence and Statistics (AISTATS) 2020 [link] collaborative
doc-4721 external conference Policy based Ensembles for applying ML on Big Data

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  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
  • Alessandra Russo (Imperial)
  • Graham White (IBM UK)
Dec-2019 3rd International Workshop on Policy-based Autonomic Data Governance (PADG 2019) international
doc-4737 poster Towards a Coalition Focused Neural-Symbolic Generative Policy Model

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Variants: doc-5842
  • Daniel Cunnington (IBM UK)
  • Alessandra Russo (Imperial)
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
Dec-2019 Knowledge Representation & Reasoning Meets Machine Learning Workshop at NeurIPS 2019 international
doc-4739 external conference Towards a Neural-Symbolic Generative Policy Model

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  • Daniel Cunnington (IBM UK)
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
Dec-2019 3rd International Workshop on Policy-based Autonomic Data Governance (PADG 2019) international
doc-4763 external conference A Comparison Between Statistical and Symbolic Learning Approaches for Generative Policy Models

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Variants: doc-5827
  • Graham White (IBM UK)
  • Daniel Cunnington (IBM UK)
  • Mark Law (Imperial)
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
  • Alessandra Russo (Imperial)
Dec-2019 18th IEEE International Conference on Machine Learning and Applications 2019 international
doc-4903 external conference Robust Coreset Construction for Distributed Machine Learning

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Variants: doc-5512
  • Hanlin Lu (PSU)
  • Ming-Ju Li (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
Dec-2019 IEEE Global Communications Conference 2019 collaborative with government
doc-4976 journal A Low Effort Approach to Structured CNN Design Using PCA

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  • Isha Garg (Purdue)
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
Dec-2019 IEEE Access (2019) [link] single institute
doc-5004 journal Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing

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  • Syed Shakib Sarwar (Purdue)
  • Aayush Ankit (Purdue)
  • Kaushik Roy (Purdue)
Dec-2019 IEEE Access (2019). [link] single institute
doc-5012 external conference IoT Security A Comprehensive Life Cycle Framework

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  • Elisa Bertino (Purdue)
Dec-2019 5th International Conference on Collaboration and Internet Computing (2019) single institute
doc-5571 external conference SENSE: Semantically Enhanced Node Sequence Embedding

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  • Swati Rallapalli (IBM US)
  • Liang Ma (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Ananthram Swami (ARL)
  • Heesung Kwon (ARL)
  • Graham Bent (IBM UK)
  • Chris Simpkin (Cardiff)
Dec-2019 IEEE International Conference on Big Data (BIGDATA) 2019 [link] international with government
doc-5592 journal Distributed Optimization Framework for In-Network Data Processing

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  • Sepideh Nazemi (Imperial)
  • Kin Leung (Imperial)
  • Ananthram Swami (ARL)
Dec-2019 IEEE/ACM Transactions on Networking, Vol 27, Issue 6 [link] international with government
doc-4725 invited talk On Reliability of Interpretability Mechanisms

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  • Supriyo Chakraborty (IBM US)
Nov-2019 IEEE Military Communications Conference (MILCOM) 2019 single institute
doc-4729 external conference Coalition C3 Information Exchange Using Binary Symbolic Vectors

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  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Alun Preece (Cardiff)
  • Graham Bent (IBM UK)
  • Richard Tomsett (IBM UK)
  • Raghu Ganti (IBM US)
  • Olwen Worthington (Dstl)
Nov-2019 IEEE Military Communications Conference (MILCOM) 2019 international with government
doc-4731 external conference Explainable AI for Intelligence Augmentation in Multi-Domain Operations

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  • Alun Preece (Cardiff)
  • Dave Braines (IBM UK)
  • Federico Cerutti (Cardiff)
  • Tien Pham (ARL)
Nov-2019 AAAI Fall Symposium on Cognitive Assistance in Government and Public Sector Applications international with government
doc-4743 internal conference Using Graphical Models as Explanations in Deep Neural Networks

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  • Franck Le (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Krishna Kesari (Purdue)
  • Kaushik Roy (Purdue)
Nov-2019 The 16th IEEE International Conference on Mobile Ad-Hoc and Smart Systems collaborative
doc-4749 external conference Dandelion: A Novel, High-Level Programming System for Software Defined Coalitions with Local State Sharing

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  • Xin Wang
  • Qiao Xiang (Yale)
  • Jeremy Tucker (Dstl)
  • Vinod Mishra (ARL)
  • Richard Yang (Yale)
Nov-2019 IEEE Military Communications Conference (MILCOM) 2019 international with government
doc-4872 journal Constructing distributed time-critical applications using cognitive enabled services

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Variants: doc-4874
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Swati Rallapalli (IBM US)
  • Liang Ma (IBM US)
  • Mudhakar Srivatsa (IBM US)
Nov-2019 Future Generation Computer Systems 100 (2019): 70-85. [link] international
doc-4925 journal Towards spike-based machine intelligence with neuromorphic computing

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  • Kaushik Roy (Purdue)
  • Akhilesh Jaiswal (Purdue)
  • Priyadarshini Panda (Purdue)
Nov-2019 Nature 575, no. 7784 (2019): 607-617. [link] single institute
doc-4998 external conference Federated Learning for Coalition Operations

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Variants: doc-5833
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Shalisa Witherspoon (IBM US)
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Ananthram Swami (ARL)
  • Greg Cirincione (ARL)
  • Simon Julier (UCL)
  • Graham White (IBM UK)
  • Geeth de Mel (IBM UK)
  • Gavin Pearson (Dstl)
Nov-2019 AAAI Fall Symposium on Cognitive Assistance in Government and Public Sector Applications international with government
doc-5043 external conference SenseHAR: A Robust Virtual Activity Sensor for Smartphones and Wearables

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  • Jeya Vikranth Jeyakumar (UCLA)
  • Liangzhen Lai
  • Naveen Suda
  • Mani Srivastava (UCLA)
Nov-2019 16th ACM Conference on Embedded Networked Sensor Systems (2019) collaborative
doc-5598 demo Demo Abstract: Acoustic Anomaly Detection System

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  • Jae-wook Ahn (IBM US)
  • Keith Grueneberg (IBM US)
  • Bongjun Ko (IBM US)
  • Wei-Han Lee
  • Eduardo Morales (IBM US)
  • Shiqiang Wang (IBM US)
  • Xiping Wang (IBM US)
  • David Wood (IBM US)
Nov-2019 SenSys 2019: Proceedings of the 17th Conference on Embedded Networked Sensor Systems [link] collaborative
doc-4688 external conference MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design

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  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Konstantinos Poularakis (Yale)
  • Kin Leung (Imperial)
  • Jeremy Tucker (Dstl)
  • Ananthram Swami (ARL)
Oct-2019 IEEE International Conference on Network Protocols 2019 international with government
doc-4751 external conference Resource Allocation in One-dimensional Distributed Service Networks

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Variants: doc-6005,doc-4373
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Philippe Nain
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
Oct-2019 7th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems 2019 international with government
doc-4765 external conference A Generative Policy Model for Connected and Autonomous Vehicles

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  • Daniel Cunnington (IBM UK)
  • Irene Manatos (IBM US)
  • Mark Law (Imperial)
  • Geeth de Mel (IBM UK)
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
  • Alessandra Russo (Imperial)
Oct-2019 IEEE Intelligent Transportation Systems Conference 2019 international
doc-4984 patent Distributed machine learning at edge nodes

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  • Shiqiang Wang (IBM US)
  • Tiffany Tuor (Imperial)
  • Theodoros Salonidis (IBM US)
  • Christian Makaya (IBM US)
  • Bongjun Ko (IBM US)
Oct-2019 U.S. Patent Application 15/952,625, filed October 17, 2019 international
doc-4365 internal conference DRL based SDN Controller Synchronization Policy Design for joint Communication and Computation Resource Optimisations

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  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Konstantinos Poularakis (Yale)
  • Kin Leung (Imperial)
  • Jeremy Tucker (Dstl)
  • Ananthram Swami (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4367 internal conference Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures

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Variants: doc-3579
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Liang Ma (IBM US)
  • Sastry Kompella
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4369 internal conference Polisma - A Framework for Learning Attribute-based Access Control Policies

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  • Amani Abu Jabal (Purdue)
  • Elisa Bertino (Purdue)
  • Jorge Lobo
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-4371 internal conference Cooperative-Game Framework for Resource Sharing in SDC

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  • Faheem Zafari (Imperial)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Prithwish Basu (BBN)
  • Ananthram Swami (ARL)
  • Jian Li (UMass)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4373 internal conference Resource Allocation in One-dimensional Distributed Service Networks

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Variants: doc-6005,doc-4751
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Philippe Nain
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4376 internal conference MAXHEDGE: Maximising a Maximum Online

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Variants: doc-3586
  • Stephen Pasteris (UCL)
  • Fabio Vitale
  • Kevin Chan (ARL)
  • Shiqiang Wang (IBM US)
  • Mark Herbster (UCL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4378 internal conference Joint Service Placement and Request Routing in Mobile Edge Networks with Storage, Computation, and Communication Constraints

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  • Konstantinos Poularakis (Yale)
  • Ian Taylor (Cardiff)
  • Leandros Tassiulas (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-4380 internal conference Probabilistic Logic Programming with Beta-Distributed Random Variables

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Variants: doc-3581
  • Federico Cerutti (Cardiff)
  • Lance Kaplan (ARL)
  • Angelika Kimmig (Cardiff)
  • Murat Sensoy
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4382 internal conference A Hybrid Neural-Symbolic Approach to Uncertainty-Aware Complex Event Detection

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Variants: doc-4395
  • Tianwei Xing (UCLA)
  • Marc Vilamala (Cardiff)
  • Luis Garcia (UCLA)
  • Paul Sullivan (ARL)
  • Federico Cerutti (Cardiff)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Mani Srivastava (UCLA)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4384 internal conference Indirect Reciprocity and the Evolution of Prejudicial Groups

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Variants: doc-2768
  • Roger Whitaker (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • David Rand (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-4386 demo Demonstration of Federated Learning in a Resource- Constrained Networked Environment

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Variants: doc-4099
  • Tiffany Tuor (Imperial)
  • Hanlin Lu (PSU)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Ting He (PSU)
  • Dave Conway-Jones (IBM UK)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-4391 demo A Demonstration of Generative Policy Models in Coalition Environments

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Variants: doc-4117
  • Daniel Cunnington (IBM UK)
  • Graham White (IBM UK)
  • Mark Law (Imperial)
  • Geeth de Mel (IBM UK)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 collaborative
doc-4393 demo Demonstration of Game Theoretic Resource Allocation in a Coalition

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  • Faheem Zafari (Imperial)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Prithwish Basu (BBN)
  • Ananthram Swami (ARL)
  • Jian Li (UMass)
  • Dave Conway-Jones (IBM UK)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4395 demo A Hybrid Neural-Symbolic Approach to Complex Spatial-Temporal Event Detection

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Variants: doc-4382
  • Tianwei Xing (UCLA)
  • Marc Vilamala (Cardiff)
  • Luis Garcia (UCLA)
  • Federico Cerutti (Cardiff)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Mani Srivastava (UCLA)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4397 demo Optimized SDN Controller Placement and Synchronization Strategy in Edge Networks

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  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • Liang Ma (IBM US)
  • Sastry Kompella
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4399 demo Hybrid SDN Control in Mobile Ad Hoc Networks
Variants: doc-4101,doc-4444
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Kelvin Marcus (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4401 demo Magellan: Toward a Unified SDC Programming Framework with Automatic, Fast Updates

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Variants: doc-5898
  • Kai Gao
  • Geng Li (Yale)
  • Taishi Nojima (Yale)
  • Sanat Khurana (Yale)
  • Christopher Leet (Yale)
  • Patrick Baker (Dstl)
  • Franck Le (IBM US)
  • Yeon-Sup Lim (IBM US)
  • Vinod Mishra (ARL)
  • Richard Yang (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4405 demo Carbide: A Highly Reliable and Programmable Software Defined Coalition (SDC) Architecture using Multiple Control Plane Composition with Distributed Verification

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  • Kerim Gokarslan (Yale)
  • Geng Li (Yale)
  • Patrick Baker (Dstl)
  • Franck Le (IBM US)
  • Sastry Kompella
  • Kelvin Marcus (ARL)
  • Vinod Mishra (ARL)
  • Jeremy Tucker (Dstl)
  • Richard Yang (Yale)
  • Paul Yu (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4407 demo SFP: Toward Fine-Grained, Unified Resource Discovery and Orchestration in Software Defined Coalition

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  • Qiao Xiang (Yale)
  • Franck Le (IBM US)
  • Yeon-Sup Lim (IBM US)
  • Kelvin Marcus (ARL)
  • Vinod Mishra (ARL)
  • Jeremy Tucker (Dstl)
  • Richard Yang (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4409 demo Enabling coalition situational understanding through semantic vector queries of distributed machine learning resources

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  • Dave Conway-Jones (IBM UK)
  • Chris Simpkin (Cardiff)
  • Richard Tomsett (IBM UK)
  • Graham Bent (IBM UK)
  • Ian Taylor (Cardiff)
  • Alun Preece (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 collaborative
doc-4411 demo Cultural evolution in organisations and networks

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  • Rhodri Morris (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Cheryl Giammanco (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4413 demo Understanding the Signature of Controversial Wikipedia Articles through Motifs in Editor Revision Networks

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Variants: doc-3601
  • James Ashford (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Alun Preece (Cardiff)
  • Diane Felmlee (PSU)
  • Don Towsley (UMass)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-4415 demo Edge-of-network coalition operations – towards an end-to-end concept demonstration

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  • Russ Daniel (IBM UK)
  • Dave Braines (IBM UK)
  • Liam Hiley (Cardiff)
  • Harrison Taylor (Cardiff)
  • Alun Preece (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 collaborative
doc-4421 internal conference Using an ASG based Generative Policy to Model Human Rules

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Variants: doc-4110
  • Graham White (IBM UK)
  • John Ingham (Dstl)
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 collaborative with government
doc-4423 internal conference Multicast-based Weight Inference in General Network Topologies

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Variants: doc-3768
  • Yilei Lin (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4425 internal conference Predicting Automated Negotiation Bandwidth Usage at the Edge of the Network

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  • Daniel Vente (Cardiff)
  • Angelika Kimmig (Cardiff)
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 single institute
doc-4427 internal conference Incremental/Decremental Learning for LS-SVM

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  • Wei-Han Lee
  • Bongjun Ko (IBM US)
  • Shiqiang Wang (IBM US)
  • Changchang Liu (IBM US)
  • Kin Leung (Imperial)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-4429 internal conference Deep Q-Learning For Directed Acyclic Graph Generation

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Variants: doc-4116
  • Laura D 'Arcy (Cardiff)
  • Padraig Corcoran (Cardiff)
  • Alun Preece (Cardiff)
  • Krishna Kesari (Purdue)
  • Raghu Ganti (IBM US)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-4433 internal conference Explaining Temporal Information in Activity Recognition for Situational Understanding

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Variants: doc-4735
  • Liam Hiley (Cardiff)
  • Harrison Taylor (Cardiff)
  • Alun Preece (Cardiff)
  • Yulia Hicks (Cardiff)
  • David Marshall (Cardiff)
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4437 internal conference Nash Bargaining Solution to Multi-Objective Resource Allocation and Sharing in SDC

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  • Faheem Zafari (Imperial)
  • Prithwish Basu (BBN)
  • Kin Leung (Imperial)
  • Jian Li (UMass)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4440 internal conference Competitive Influence Maximisation using Voting Dynamics

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Variants: doc-4759
  • Sukankana Chakraborty (Southampton)
  • Sebastian Stein (Southampton)
  • Markus Brede (Southampton)
  • Ananthram Swami (ARL)
  • Geeth de Mel (IBM UK)
  • Valerio Restocchi (Southampton)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4442 internal conference A Truthful Online Mechanism for Resource Allocation in Fog Computing

Download: paper, poster
Variants: doc-4771
  • Fan Bi (Southampton)
  • Sebastian Stein (Southampton)
  • Enrico Gerding (Southampton)
  • Nick Jennings (Imperial)
  • Tom La Porta (PSU)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-4444 internal conference Hybrid SDN Control in Mobile Ad Hoc Networks

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Variants: doc-4101,doc-4399
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Kelvin Marcus (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4446 internal conference ProFact: A Provenance-based Analytics Framework for Access Control Policies

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Variants: doc-3887
  • Amani Abu Jabal (Purdue)
  • Maryam Davari (Purdue)
  • Elisa Bertino (Purdue)
  • Christian Makaya (IBM US)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4448 internal conference Generating Client Side Policies for Cyber-Physical Safety

Download: paper, poster
Variants: doc-4769
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-4450 internal conference On the Impact of Generative Policies on Security Metrics

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Variants: doc-4063
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
  • John Melrose (Dstl)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4452 internal conference A Systematic Method to Understand Requirements for Explainable AI (XAI) Systems

Download: paper, poster
Variants: doc-4597
  • Mark Hall (Airbus)
  • Dan Harborne (Cardiff)
  • Richard Tomsett (IBM UK)
  • Vedran Galetic (Airbus)
  • Santiago Quintana (Airbus)
  • Alistair Nottle (Airbus)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 collaborative
doc-4458 internal conference Investigating the robustness of peer-to-peer machine learning

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  • Richard Tomsett (IBM UK)
  • Kevin Chan (ARL)
  • Supriyo Chakraborty (IBM US)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4460 internal conference Self-Learning Neural Network Architectures for Variable Length Encoding Schemes

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  • Nick Nordlund (Yale)
  • Heesung Kwon (ARL)
  • Geeth de Mel (IBM UK)
  • Leandros Tassiulas (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4462 internal conference An Exploratory Analysis of Suspicious Reddit User Accounts based on Sentiment and Interactions

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  • Eunjin Lee (IBM UK)
  • James Ashford (Cardiff)
  • Malgorzata Turalska (ARL)
  • Liam Turner (Cardiff)
  • Q. Vera Liao (IBM US)
  • Rachel Bellamy (IBM US)
  • Geeth de Mel (IBM UK)
  • Roger Whitaker (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4464 internal conference Dynamic Patterns of Terrorist Networks: Security versus Efficiency in the Evolution of Eleven Islamic Extremist Groups

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Variants: doc-4707
  • Cassie McMillan (PSU)
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-4466 internal conference Evidence to support common application switching behaviour on smartphones

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Variants: doc-3588
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Stuart Allen (Cardiff)
  • David Linden (Cardiff)
  • Kun Tu (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-4699 internal conference Sanity Checks for Saliency Metrics

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Variants: doc-4694
  • Dan Harborne (Cardiff)
  • Richard Tomsett (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram (ARL)
  • Alun Preece (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-4716 poster Motif signatures of social networks are function of hierarchy and homophily.

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  • Malgorzata Turalska (ARL)
  • Ananthram Swami (ARL)
Sep-2019 Conference on Complex Systems 2019 single institute with government
doc-4735 poster Explaining Temporal Information in Activity Recognition for Situational Understanding

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Variants: doc-4433
  • Liam Hiley (Cardiff)
  • Alun Preece (Cardiff)
  • Yulia Hicks (Cardiff)
  • David Marshall (Cardiff)
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram (ARL)
Sep-2019 British Machine Vision Association Symposium on Video Understanding international with government
doc-4741 poster Audio-Visual Explanations for Activity Recognition using Discriminative Relevance

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  • Harrison Taylor (Cardiff)
  • Liam Hiley (Cardiff)
  • Alun Preece (Cardiff)
  • David Marshall (Cardiff)
  • Yulia Hicks (Cardiff)
Sep-2019 British Machine Vision Association Symposium on Video Understanding single institute
doc-4767 external conference Deep Residual Neural Networks for Audio Spoofing Detection

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  • Moustafa Alzantot (UCLA)
  • Ziqi Wang (UCLA)
  • Mani Srivastava (UCLA)
Sep-2019 ICSA Interspeech 2019 single institute
doc-4874 internal conference Constructing Distributed Time-Critical Applications Using a Vector Symbolic Architecture

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Variants: doc-4872
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Raghu Ganti (IBM US)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-4915 external conference Modelling stereotyping in cooperation systems

Best paper nomination

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  • Wafi Bedewi (Cardiff)
  • Roger Whitaker (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Stuart Allen (Cardiff)
  • Yarrow Dunham (Yale)
Sep-2019 International Conference on Computational Collective Intelligence 2019 international
doc-4929 external conference Exact Incremental and Decremental Learning for LS-SVM

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  • Wei-Han Lee
  • Bongjun Ko (IBM US)
  • Shiqiang Wang (IBM US)
  • Changchang Liu (IBM US)
  • Kin Leung (Imperial)
Sep-2019 IEEE International Conference on Image Processing 2019 international
doc-4939 external conference A Game-Theoretic Framework for Resource Sharing in Clouds

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  • Faheem Zafari (Imperial)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Prithwish Basu (BBN)
  • Ananthram Swami (ARL)
Sep-2019 12th IFIP Wireless and Mobile Networking Conference (2019) international with government
doc-5050 journal Structured Learning for Action Recognition in Videos

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  • Yinghan Long (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
Sep-2019 IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9, no. 3 (2019): 475-484 [link] single institute
doc-5550 external conference Illuminated Decision Trees with Lucid

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  • David Mott (IBM UK)
  • Richard Tomsett (IBM UK)
Sep-2019 30th British Machine Vision Conference (BMVC) [link] single institute
doc-5827 internal conference A Comparison Between Statistical and Symbolic Learning Approaches for Generative Policy Models

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Variants: doc-4763
  • Graham White (IBM UK)
  • Daniel Cunnington (IBM UK)
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Elisa Bertino (Purdue)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-5833 internal conference Federated Learning for Coalition Operations

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Variants: doc-4998
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Shalisa Witherspoon (IBM US)
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Ananthram Swami (ARL)
  • Greg Cirincione (ARL)
  • Simon Julier (UCL)
  • Graham White (IBM UK)
  • Geeth de Mel (IBM UK)
  • Gavin Pearson (Dstl)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-5834 internal conference Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds

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Variants: doc-3578,doc-5779
  • Vajiheh Farhadi (PSU)
  • Fidan Mehmeti (PSU)
  • Ting He (PSU)
  • Tom La Porta (PSU)
  • Hana Khamfroush (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
  • Sebastian Stein (Southampton)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-5835 internal conference Neural Networks at the Edge

Download: paper, poster
Variants: doc-4094
  • Priyadarshini Panda (Purdue)
  • Deboleena Roy (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Akhilesh Jaiswal (Purdue)
  • Richard Tomsett (IBM UK)
  • Nirmit Desai (IBM US)
  • Raghu Ganti (IBM US)
  • Kaushik Roy (Purdue)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-5836 internal conference Targeted Poisoning Attacks In Coalition Systems Under Incomplete Model Information

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  • Supriyo Chakraborty (IBM US)
  • Moustafa Alzantot (UCLA)
  • Arjun Nitin Bhagoji (IBM US)
  • Yash Sharma
  • Richard Tomsett (IBM UK)
  • Mani Srivastava (UCLA)
  • Kevin Chan (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-5837 internal conference Analyzing spatially constrained Power of two choice based policies in a two-dimensional distributed service network

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  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-5838 internal conference Understanding Patterns of Terrorism in India Using AI Machine Learning

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Variants: doc-4002
  • Dinesh Verma (IBM US)
  • Rithvik Yarlagadda (PSU)
  • Scott Sigmund Gartner (PSU)
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-5839 internal conference Federated Learning with Diverse Tasks and Data

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  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Bongjun Ko (IBM US)
  • Changchang Liu (IBM US)
  • Kin Leung (Imperial)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-5840 internal conference Adaptive Gradient Sparsification for Communication-Efficient Federated Learning

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  • Pengchao Han (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-5841 internal conference gl2vec: Learning Feature Representation Using Graphlets for Directed Networks

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Variants: doc-5800,doc-4826
  • Kun Tu (UMass)
  • Don Towsley (UMass)
  • Dave Braines (IBM UK)
  • Liam Turner (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-5842 internal conference Towards a Coalition Focused Neural-Symbolic Generative Policy Model

Download: poster
Variants: doc-4737
  • Daniel Cunnington (IBM UK)
  • Alessandra Russo (Imperial)
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
doc-5843 internal conference Exploring the future of Explainable AI solutions with military stakeholders

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  • Dave Braines (IBM UK)
  • Eunjin Lee (IBM UK)
  • Gavin Pearson (Dstl)
  • Alun Preece (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 collaborative with government
doc-5897 internal conference A Highly Reliable and Programmable Software Defined Coalition (SDC) Architecture using Multiple Control Plane Composition with Distributed Verification

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  • Kerim Gokarslan (Yale)
  • Geng Li (Yale)
  • Patrick Baker (Dstl)
  • Franck Le (IBM US)
  • Sastry Kompella
  • Kelvin Marcus (ARL)
  • Vinod Mishra (ARL)
  • Jeremy Tucker (Dstl)
  • Richard Yang (Yale)
  • Paul Yu (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-5898 internal conference Magellan: Toward a Unified SDC Programming Framework with Automatic, Fast Updates

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Variants: doc-4401
  • Kai Gao
  • Geng Li (Yale)
  • Taishi Nojima (Yale)
  • Sanat Khurana (Yale)
  • Christopher Leet (Yale)
  • Patrick Baker (Dstl)
  • Franck Le (IBM US)
  • Yeon-Sup Lim (IBM US)
  • Vinod Mishra (ARL)
  • Richard Yang (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-5899 internal conference Joint Coreset Construction and Quantization for Distributed Machine Learning

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Variants: doc-5516
  • Hanlin Lu (PSU)
  • Changchang Liu (IBM US)
  • Shiqiang Wang (IBM US)
  • Ting He (PSU)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
doc-3595 journal A General Approach to Reasoning with Probabilities

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Variants: doc-3018
  • Federico Cerutti (Cardiff)
  • Matthias Thimm
Aug-2019 International Journal of Approximate Reasoning, 111, 35-50. [link] collaborative
doc-4054 journal How Advantageous Is It? An Analytical Study of Controller-Assisted Path Construction in Distributed SDN

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  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
  • Franck Le (IBM US)
  • Sastry Kompella
  • Leandros Tassiulas (Yale)
Aug-2019 IEEE/ACM Transactions on Networking, 27(4), 1643-1656. [link] international with government
doc-4145 external conference MOPT: Optimized Mutation Scheduling for Fuzzers

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  • Chenyang Lyu
  • Shouling Ji
  • Chao Zhang
  • Yuwei Li
  • Wei-Han Lee
  • Yu Song
  • Raheem Beyah
Aug-2019 USENIX Security 2019 Technical Sessions collaborative
doc-4597 external conference A Systematic Method to Understand Requirements for Explainable AI (XAI) Systems

Download: paper
Variants: doc-4452
  • Mark Hall (Airbus)
  • Dan Harborne (Cardiff)
  • Richard Tomsett (IBM UK)
  • Vedran Galetic (Airbus)
  • Santiago Quintana (Airbus)
  • Alistair Nottle (Airbus)
  • Alun Preece (Cardiff)
Aug-2019 IJCAI 2019 Workshop on Explainable Artificial Intelligence (XAI) [link] collaborative
doc-4691 external conference Discriminating Spatial and Temporal Relevance in Deep Taylor Decompositions for Explainable Activity Recognition

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  • Liam Hiley (Cardiff)
  • Harrison Taylor (Cardiff)
  • Alun Preece (Cardiff)
  • Yulia Hicks (Cardiff)
  • David Marshall (Cardiff)
Aug-2019 IJCAI 2019 Workshop on Explainable Artificial Intelligence (XAI) single institute
doc-4745 invited talk Compiling Global SDN Programs to Device-level P4 Configurations
  • Kai Gao
  • Dong Guo
  • Richard Yang (Yale)
Aug-2019 Annual Conference of the Special Interest Group on Data Communication 2019 collaborative
doc-4755 external conference What Prize is Right? How to Learn the Optimal Structure for Crowdsourcing Contests

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  • Nhat Van-Quoc Truong (Southampton)
  • Sebastian Stein (Southampton)
  • Long Tran-Thanh (Southampton)
  • Nick Jennings (Imperial)
Aug-2019 The 16th Pacific Rim International Conference on Artificial Intelligence collaborative
doc-4759 external conference Competitive Influence Maximisation using Voting Dynamics

Download: paper
Variants: doc-4440
  • Sukankana Chakraborty (Southampton)
  • Sebastian Stein (Southampton)
  • Markus Brede (Southampton)
  • Ananthram Swami (ARL)
  • Geeth de Mel (IBM UK)
  • Valerio Restocchi (Southampton)
Aug-2019 Workshop on Social Influence 2019 international with government
doc-4771 external conference A Truthful Online Mechanism for Resource Allocation in Fog Computing

Download: paper
Variants: doc-4442
  • Fan Bi (Southampton)
  • Sebastian Stein (Southampton)
  • Enrico Gerding (Southampton)
  • Nick Jennings (Imperial)
  • Tom La Porta (PSU)
Aug-2019 The 16th Pacific Rim International Conference on Artificial Intelligence international
doc-4826 external conference gl2vec: Learning Feature Representation Using Graphlets for Directed Networks

Download: paper, presentation
Variants: doc-5800,doc-5841
  • Kun Tu (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
  • Dave Braines (IBM UK)
  • Liam Turner (Cardiff)
Aug-2019 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining international
doc-4937 journal Toward Fine-Grained, Privacy-Preserving, Efficient Multi-Domain Network Resource Discovery

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  • Qiao Xiang (Yale)
  • Jingxuan Zhang
  • Xin Wang
  • Y. Jace Liu
  • Chin Guok
  • Franck Le (IBM US)
  • John MacAuley
  • Harvey Newman
  • Richard Yang (Yale)
Aug-2019 IEEE Journal on Selected Areas in Communications, 37(8), 1924-1940. [link] collaborative
doc-4941 external conference Unearthing and Exploiting Latent Semantics behind DNS Domains for Deep Network Traffic Analysis

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  • Franck Le (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Dinesh Verma (IBM US)
Aug-2019 International Joint Conference on Artificial Intelligence 2019 single institute
doc-5039 journal Reinforcement Learning with Low-Complexity Liquid State Machines

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  • Wachirawit Ponghiran (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Kaushik Roy (Purdue)
Aug-2019 Frontiers in Neuroscience 13 (2019): 883 [link] single institute
doc-3872 external conference Pooling Tweets by Fine-Grained Emotions to Uncover Topic Trends in Social Media

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  • Annika Schoene (IBM UK)
  • Geeth de Mel (IBM UK)
Jul-2019 22nd International Conference on Information Fusion single institute
doc-3878 external conference A Pilot Study on Detecting Violence in Videos Fusing Proxy Models

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  • Marc Vilamala (Cardiff)
  • Liam Hiley (Cardiff)
  • Yulia Hicks (Cardiff)
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Jul-2019 22nd International Conference on Information Fusion single institute
doc-3885 external conference Supporting User Fusion of AI Services through Conversational Explanations

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  • Dave Braines (IBM UK)
  • Richard Tomsett (IBM UK)
  • Alun Preece (Cardiff)
Jul-2019 22nd International Conference on Information Fusion collaborative
doc-4070 external conference GenAttack: Practical Black-box Attacks with Gradient-Free Optimization

Download: paper
Variants: doc-5791
  • Moustafa Alzantot (UCLA)
  • Yash Sharma
  • Supriyo Chakraborty (IBM US)
  • Huan Zhang (UCLA)
  • Cho-Jui Hsieh (UCLA)
  • Mani Srivastava (UCLA)
Jul-2019 The Genetic and Evolutionary Computation Conference 2019 collaborative
doc-4123 external conference Generative Policies for Coalition Systems – A Symbolic Learning Framework

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  • Elisa Bertino (Purdue)
  • Alessandra Russo (Imperial)
  • Mark Law (Imperial)
  • Seraphin Calo (IBM US)
  • Irene Manatos (IBM US)
  • Dinesh Verma (IBM US)
  • Amani Abu Jabal (Purdue)
  • Daniel Cunnington (IBM UK)
  • Geeth de Mel (IBM UK)
  • Graham White (IBM UK)
  • Jorge Lobo
  • Greg Cirincione (ARL)
Jul-2019 2019 39th IEEE International Conference on Distributed Computing Systems international with government
doc-4125 external conference Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems

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Variants: doc-5865
  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Bongjun Ko (IBM US)
Jul-2019 2019 39th IEEE International Conference on Distributed Computing Systems international
doc-4126 external conference Deep Neural Networks for Network Routing

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  • Joao Reis (UCL)
  • Miguel Rocha
  • Truong Khoa Phan (UCL)
  • David Griffin (UCL)
  • Franck Le (IBM US)
  • Miguel Rio (UCL)
Jul-2019 International Joint Conference on Neural Networks (IJCNN) 2019 international
doc-4130 external conference Investigating Statistical Privacy Frameworks from the Perspective of Hypothesis Testing

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  • Changchang Liu (IBM US)
  • Xi He
  • Thee Chanyaswad
  • Shiqiang Wang (IBM US)
  • Prateek Mittal
Jul-2019 19th Privacy Enhancing Technologies Symposium (PETS 2019) collaborative
doc-4157 external conference Federated AI for the Enterprise: A Web Services based Implementation

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  • Dinesh Verma (IBM US)
  • Graham White (IBM UK)
  • Geeth de Mel (IBM UK)
Jul-2019 IEEE International Conference on Web Services. July 8-13, 2019 international
doc-4747 external conference Supporting Multi-domain Use Cases with ALTO

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  • Danny Lachos
  • Christian Rothenberg
  • Qiao Xiang (Yale)
  • Richard Yang (Yale)
  • Borje Ohlman
  • Sabine Randriamasy
  • Farni Boten
  • Luis Contreras
Jul-2019 Applied Networking Research Workshop 2019 collaborative
doc-4769 external conference Generating Client Side Policies for Cyber-Physical Safety

Download: paper
Variants: doc-4448
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
Jul-2019 The 28th International Conference on Computer Communications and Networks 2019 international
doc-4933 external conference Feature Importance Identification through Bottleneck Reconstruction

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  • Linsong Chu (IBM US)
  • Ramya Raghavendra (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Alun Preece (Cardiff)
  • Dan Harborne (Cardiff)
Jul-2019 3rd IEEE International Conference on Cognitive Computing (2019) international
doc-4945 external conference Scaling Deep Spiking Neural Networks with Binary Stochastic Activations

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  • Deboleena Roy (Purdue)
  • Indranil Chakraborty (Purdue)
  • Kaushik Roy (Purdue)
Jul-2019 3rd IEEE International Conference on Cognitive Computing (2019) single institute
doc-4980 external conference An AI enabled system for Distributed System Characterization

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  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Maroun Touma (IBM US)
  • Franck Le (IBM US)
  • Douglas Freimuth (IBM US)
  • Erich Nahum (IBM US)
Jul-2019 3rd IEEE International Conference on Cognitive Computing (2019) single institute
doc-4995 external conference Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis

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  • Priyadarshini Panda (Purdue)
  • Efstathia Soufleri (Purdue)
  • Kaushik Roy (Purdue)
Jul-2019 International Joint Conference on Neural Networks (IJCNN) 2019 single institute
doc-5008 external conference IoT Data Management System for Rapid Development of Machine Learning Models

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  • Keith Grueneberg (IBM US)
  • David Wood (IBM US)
  • Xiping Wang (IBM US)
  • Dean Steuer (IBM US)
  • Yeon-Sup Lim (IBM US)
Jul-2019 3rd IEEE International Conference on Cognitive Computing (2019) single institute
doc-5637 tech report The evolving liaisons between the transaction networks of Bitcoin and its price dynamics

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  • Alexandre Bovet
  • Carlo Campajola
  • Francesco Mottes
  • Valerio Restocchi (Southampton)
  • Nicolo Vallarano
  • Tiziano Squartini
  • Claudio Tessone
Jul-2019 [link] collaborative
doc-5649 tech report Quantifying Transparency of Machine Learning Systems through Analysis of Contributions

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  • Iain Barclay (Cardiff)
  • Alun Preece (Cardiff)
  • Ian Taylor (Cardiff)
  • Dinesh Verma (IBM US)
Jul-2019 [link] international
doc-5929 external conference Second-Order Learning and Inference using Incomplete Data for Uncertain Bayesian Networks: A Two Node Example

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Variants: doc-6069
  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
  • Murat Sensoy
  • Kumar Vijay Mishra
Jul-2019 22nd International Conference on Information Fusion [link] international with government
doc-3857 external conference Towards Traceability in Data Ecosystems using a Bill of Materials Model

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  • Iain Barclay (Cardiff)
  • Alun Preece (Cardiff)
  • Ian Taylor (Cardiff)
  • Dinesh Verma (IBM US)
Jun-2019 11th International Workshop on Science Gateways international
doc-3859 journal The Science Library: A Controlled Natural Language driven Science Gateway

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  • Eunjin Lee (IBM UK)
  • Dave Braines (IBM UK)
Jun-2019 11th International Workshop on Science Gateways single institute
doc-4050 external conference Analyzing Federated Learning through an Adversarial Lens

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  • Arjun Nitin Bhagoji (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Prateek Mittal
  • Seraphin Calo (IBM US)
Jun-2019 International Conference on Machine Learning 2019 collaborative
doc-4057 external conference NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning

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  • Moustafa Alzantot (UCLA)
  • Amy Widdicombe (UCL)
  • Simon Julier (UCL)
  • Mani Srivastava (UCLA)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international
doc-4063 external conference On the Impact of Generative Policies on Security Metrics

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Variants: doc-4450
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
  • John Melrose (Dstl)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international with government
doc-4077 journal Synthesizing Images From Spatio-Temporal Representations Using Spike-Based Backpropagation

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  • Deboleena Roy (Purdue)
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
Jun-2019 Frontiers in neuroscience, 13, 621. [link] single institute
doc-4084 journal Pruning Deep Convolutional Neural Networks for Efficient Edge Computing in Condition Assessment of Infrastructures

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  • Rih-Teng Wu (Purdue)
  • Ankush Singla (Purdue)
  • Mohammad R. Jahanshahi (Purdue)
  • Elisa Bertino (Purdue)
  • Bongjun Ko (IBM US)
  • Dinesh Verma (IBM US)
Jun-2019 Computer-Aided Civil and Infrastructure Engineering Volume34, Issue 9 [link] collaborative
doc-4087 external conference Overcoming the Lack of Labeled Data: Training Intrusion Detection Models Using Transfer Learning

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  • Ankush Singla (Purdue)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) collaborative
doc-4092 external conference A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics

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  • Dhruv Kumar
  • Jian Li (UMass)
  • Abhishek Chandra
  • Ramesh Sitaraman (UMass)
Jun-2019 ACM on Measurement and Analysis of Computing Systems, Volume 3 Issue 2, June 2019 international
doc-4094 external conference Neural Networks at the Edge

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Variants: doc-5835
  • Deboleena Roy (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Priyadarshini Panda (Purdue)
  • Richard Tomsett (IBM UK)
  • Nirmit Desai (IBM US)
  • Raghu Ganti (IBM US)
  • Kaushik Roy (Purdue)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international
doc-4098 external conference Large-Scale Hybrid ad hoc Network for Mobile Platforms: Challenges and Experiences

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  • Nirmit Desai (IBM US)
  • Wendy Chong (IBM US)
  • Heather Achilles (IBM US)
  • Shahrokh Daijavad (IBM US)
  • Tom La Porta (PSU)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) collaborative
doc-4099 external conference Demonstration of Federated Learning in a Resource-Constrained Networked Environment

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Variants: doc-4386
  • Dave Conway-Jones (IBM UK)
  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international
doc-4100 external conference On Data Summarization for Machine Learning in Multi-organization Federations

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  • Bongjun Ko (IBM US)
  • Shiqiang Wang (IBM US)
  • Ting He (PSU)
  • Dave Conway-Jones (IBM UK)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international
doc-4101 external conference Hybrid SDN Control in Mobile Ad Hoc Networks

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Variants: doc-4444,doc-4399
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Kelvin Marcus (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international with government
doc-4102 external conference Magnalium: Highly Reliable SDC Networks with Multiple Control Plane Composition

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  • Geng Li (Yale)
  • Akrit Mudvari (Yale)
  • Kerim Gokarslan (Yale)
  • Patrick Baker (Dstl)
  • Sastry Kompella
  • Franck Le (IBM US)
  • Kelvin Marcus (ARL)
  • Jeremy Tucker (Dstl)
  • Richard Yang (Yale)
  • Paul Yu (ARL)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international with government
doc-4108 external conference Online Distributed Analytics at the Edge with Multiple Service Grades

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  • Victor Valls (Yale)
  • Geeth de Mel (IBM UK)
  • Heesung Kwon (ARL)
  • Leandros Tassiulas (Yale)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international with government
doc-4110 external conference Using an ASG based Generative Policy to Model Human Rules

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Variants: doc-4421
  • Graham White (IBM UK)
  • John Ingham (Dstl)
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) collaborative with government
doc-4111 external conference Demonstration of Dynamic Distributed Orchestration of Node-RED IoT Workflows Using a Vector Symbolic Architecture

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  • Richard Tomsett (IBM UK)
  • Graham Bent (IBM UK)
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Dan Harborne (Cardiff)
  • Alun Preece (Cardiff)
  • Raghu Ganti (IBM US)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international
doc-4112 external conference Cooperative Learning for Multi-perspective Image Classification

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  • Nick Nordlund (Yale)
  • Heesung Kwon (ARL)
  • Leandros Tassiulas (Yale)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) collaborative with government
doc-4114 external conference DeepCEP: Deep Complex Event Processing Using Distributed Multimodal Information

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  • Tianwei Xing (UCLA)
  • Marc Vilamala (Cardiff)
  • Luis Garcia (UCLA)
  • Federico Cerutti (Cardiff)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Mani Srivastava (UCLA)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international with government
doc-4116 external conference Deep Q-Learning for Directed Acyclic Graph Generation

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Variants: doc-4429
  • Laura D 'Arcy (Cardiff)
  • Padraig Corcoran (Cardiff)
  • Alun Preece (Cardiff)
Jun-2019 International Conference on Machine Learning 2019 single institute
doc-4117 external conference A Demonstration of Generative Policy Models in Coalition Environments

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Variants: doc-4391
  • Daniel Cunnington (IBM UK)
  • Graham White (IBM UK)
  • Mark Law (Imperial)
  • Geeth de Mel (IBM UK)
Jun-2019 17th International Conference on Practical Applications of Agents and Multi-Agent Systems collaborative
doc-4246 poster Reactive Access Control Systems

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  • Maryam Davari (Purdue)
  • Elisa Bertino (Purdue)
Jun-2019 Proceedings of the 23nd ACM on Symposium on Access Control Models and Technologies (SACTMAT) single institute
doc-4267 external conference Jointly Compressing and Caching Data in Wireless Sensor Networks

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  • Nitish Panigrahy (UMass)
  • Jian Li (UMass)
  • Faheem Zafari (Imperial)
  • Don Towsley (UMass)
  • Paul Yu (ARL)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international with government
doc-4931 journal How Deep Learning is Making Information Security More Intelligent

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  • Ankush Singla (Purdue)
  • Elisa Bertino (Purdue)
Jun-2019 IEEE Security & Privacy, 17(3), pp.56-65. [link] single institute
doc-5000 external conference Generative Policy Framework for AI Training Data Curation

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  • Valentina Salapura (IBM US)
  • David Wood (IBM US)
  • Shonda Witherspoon (IBM US)
  • Keith Grueneberg (IBM US)
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Seraphin Calo (IBM US)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) collaborative
doc-5060 external conference Implicit Generative Modeling of Random Noise during Training improves Adversarial Robustness

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  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
Jun-2019 International Conference on Machine Learning 2019 single institute
doc-3601 external conference Understanding the Signature of Controversial Wikipedia Articles through Motifs in Editor Revision Networks

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Variants: doc-4413
  • James Ashford (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Alun Preece (Cardiff)
  • Diane Felmlee (PSU)
  • Don Towsley (UMass)
May-2019 The Web Conference 2019 international
doc-3768 external conference Multicast-based Weight Inference in General Network Topologies

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Variants: doc-4423
  • Yilei Lin (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
May-2019 IEEE International Conference on Communications 2019 international with government
doc-3997 external conference A Truthful Online Mechanism for Allocating Fog Computing Resources

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  • Fan Bi (Southampton)
  • Sebastian Stein (Southampton)
  • Enrico Gerding (Southampton)
  • Nick Jennings (Imperial)
  • Tom La Porta (PSU)
May-2019 International Conference on Autonomous Agents and Multiagent Systems (AAMAS) 2019 [link] international
doc-4046 external conference DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN

Best paper award at ICC-2019

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  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Konstantinos Poularakis (Yale)
  • Kin Leung (Imperial)
  • Lingfei Wu (IBM US)
May-2019 IEEE International Conference on Communications 2019 international
doc-4088 journal Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process

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  • Shiqiang Wang (IBM US)
  • Rahul Urgaonkar
  • Murtaza Zafer (IBM US)
  • Ting He (PSU)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
May-2019 IEEE/ACM Transactions on Networking ( Volume: 27 , Issue: 3 , June 2019 ) [link] international with government
doc-4121 external conference The impact of peer pressure: extending Axelrod's model on cultural polarisation

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  • Rhodri Morris (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Cheryl Giammanco (ARL)
May-2019 IEEE International Conference on Communications 2019 international with government
doc-4284 journal Analysis of Liquid Ensembles for Enhancing the Performance and Accuracy of Liquid State Machines

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  • Parami Wijesinghe (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
May-2019 Front. Neurosci [link] single institute
doc-4982 journal Discretization based solutions for secure machine learning against adversarial attacks

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  • Priyadarshini Panda (Purdue)
  • Indranil Chakraborty (Purdue)
  • Kaushik Roy (Purdue)
May-2019 IEEE Access 7 (2019): 70157-70168 [link] single institute
doc-5058 external conference Triptych: Multi-objective Optimisation of Service Deployment Costs, Application Delay and Bandwidth Usage

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  • Miguel Rocha
  • Truong Khoa Phan (UCL)
  • Joao Reis (UCL)
  • David Griffin (UCL)
  • Miguel Rio (UCL)
May-2019 IFIP Networking Conference 2019 collaborative
doc-3382 invited talk Conversational Explanations: Explainable AI through human-machine conversation

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  • Dave Braines (IBM UK)
Apr-2019 2019 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA) single institute
doc-3573 journal An Objective-Driven On-Demand Network Abstraction for Adaptive Applications

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  • Kai Gao
  • Qiao Xiang (Yale)
  • Xin Wang
  • Richard Yang (Yale)
  • Jun Bi
Apr-2019 IEEE/ACM Transactions on Networking 27, no. 2 (2019): 805-818. [link] collaborative
doc-3576 external conference Looking Glass of NFV: Inferring the Structure and State of NFV Network from External Observations

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Variants: doc-5767
  • Yilei Lin (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
Apr-2019 IEEE Conference on Computer Communications 2019 international with government
doc-3577 external conference Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems

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Variants: doc-5777
  • Stephen Pasteris (UCL)
  • Shiqiang Wang (IBM US)
  • Mark Herbster (UCL)
  • Ting He (PSU)
Apr-2019 IEEE Conference on Computer Communications 2019 international
doc-3578 external conference Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds

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Variants: doc-5834,doc-5779
  • Vajiheh Farhadi (PSU)
  • Fidan Mehmeti (PSU)
  • Ting He (PSU)
  • Tom La Porta (PSU)
  • Hana Khamfroush (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
Apr-2019 IEEE Conference on Computer Communications 2019 collaborative with government
doc-3579 external conference Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures

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Variants: doc-5801,doc-4367
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Liang Ma (IBM US)
  • Sastry Kompella
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Apr-2019 IEEE Conference on Computer Communications 2019 international with government
doc-3584 external conference Achieving Useful AI Explanations in a High-Tempo Complex Environment

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  • Dave Braines (IBM UK)
  • Alun Preece (Cardiff)
  • Dan Harborne (Cardiff)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 collaborative
doc-3585 book chapter Techniques and Systems for Anomaly Detection in Database Systems

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  • Asmaa Sallam (Purdue)
  • Elisa Bertino (Purdue)
Apr-2019 Policy-Based Autonomic Data Governance. Springer, Cham, 2019. 113-133 [link] single institute
doc-3586 external conference MaxHedge: Maximising a Maximum Online

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Variants: doc-4376
  • Stephen Pasteris (UCL)
  • Fabio Vitale
  • Kevin Chan (ARL)
  • Shiqiang Wang (IBM US)
  • Mark Herbster (UCL)
Apr-2019 International Conference on Artificial Intelligence and Statistics 2019 international with government
doc-3587 external conference Joint Service Placement and Request Routing in Multi-cell Mobile Edge Computing Networks

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  • Konstantinos Poularakis (Yale)
  • Jaime Llorca
  • Antonia Tulino
  • Ian Taylor (Cardiff)
  • Leandros Tassiulas (Yale)
Apr-2019 IEEE Conference on Computer Communications 2019 international
doc-3592 journal Unicorn: Unified resource orchestration for multi-domain, geo-distributed data analytics

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Variants: doc-1975,doc-1395
  • Qiao Xiang (Yale)
  • X. Tony Wang (Yale)
  • Jensen Zhang
  • Harvey Newman
  • Richard Yang (Yale)
  • Y. Jace Liu
Apr-2019 Future Generation Computer Systems, 93, 188-197. [link] collaborative
doc-3593 external conference Tetrad Motifs: A Comparison of the Local Structure in 20 Social Networks

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  • Cassie McMillan (PSU)
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
Apr-2019 Population Association of America, Annual Meeting, 2019 international
doc-3597 journal STB: Space Time Boxes

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  • Dakshi Agrawal (IBM US)
  • Raghu Ganti (IBM US)
  • Jeff Jonas
  • Mudhakar Srivatsa (IBM US)
Apr-2019 CCF Transactions on Pervasive Computing and Interaction 1, no. 2 (2019): 114-124 [link] collaborative
doc-3598 external conference Model poisoning attacks against distributed machine learning systems

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  • Richard Tomsett (IBM UK)
  • Kevin Chan (ARL)
  • Supriyo Chakraborty (IBM US)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
doc-3599 external conference Uncertainty-aware Situational Understanding

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  • Richard Tomsett (IBM UK)
  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
  • Paul Sullivan (ARL)
  • Daniel Vente (Cardiff)
  • Marc Vilamala (Cardiff)
  • Angelika Kimmig (Cardiff)
  • Alun Preece (Cardiff)
  • Murat Sensoy
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
doc-3600 external conference Properties of federated averaging on highly distributed data

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  • Nirmit Desai (IBM US)
  • Dinesh Verma (IBM US)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 single institute
doc-3602 external conference Federated Machine Learning for Multi-Domain Operations at the Tactical Edge

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  • Greg Cirincione (ARL)
  • Dinesh Verma (IBM US)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 collaborative with government
doc-3603 external conference DAIS-ITA Scenario

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  • Graham White (IBM UK)
  • Simon Pierson (Dstl)
  • Brian Rivera (ARL)
  • Maroun Touma (IBM US)
  • Paul Sullivan (ARL)
  • Dave Braines (IBM UK)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
doc-3604 external conference Towards a Learning-Algorithm Agnostic Generative Policy Model for Coalitions

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  • Daniel Cunnington (IBM UK)
  • Mark Law (Imperial)
  • Geeth de Mel (IBM UK)
  • Irene Manatos (IBM US)
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international
doc-3605 external conference Developing the sensitivity of LIME for better machine learning explanation

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Variants: doc-2904
  • Eunjin Lee (IBM UK)
  • Dave Braines (IBM UK)
  • Mitchell Stiffler
  • Adam Hudler
  • Dan Harborne (Cardiff)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
doc-3606 external conference Managing Training Data from Untrusted Partners Using Self-generating Policies

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  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Shonda Witherspoon (IBM US)
  • Irene Manatos (IBM US)
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Geeth de Mel (IBM UK)
  • Ananthram Swami (ARL)
  • Greg Cirincione (ARL)
  • Gavin Pearson (Dstl)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
doc-3607 external conference VoI for complex AI based solutions in coalition environments

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  • Dinesh Verma (IBM US)
  • Geeth de Mel (IBM UK)
  • Gavin Pearson (Dstl)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
doc-3608 external conference Approaches to address the Data Skew Problem in Federated Learning

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  • Dinesh Verma (IBM US)
  • Graham White (IBM UK)
  • Simon Julier (UCL)
  • Stephen Pasteris (UCL)
  • Supriyo Chakraborty (IBM US)
  • Greg Cirincione (ARL)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
doc-3609 external conference Efficient Influence Maximization Under Network Uncertainty

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  • Soheil Eshghi (Yale)
  • Setareh Maghsudi (Yale)
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
  • Leandros Tassiulas (Yale)
Apr-2019 First International INFOCOM Workshop on Communications and Networking Aspects of Online Social Networks international
doc-3834 external conference Update Algebra: Toward Continuous, Non-Blocking Composition of Network Updates in SDN

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  • Geng Li (Yale)
  • Richard Yang (Yale)
  • Franck Le (IBM US)
  • Yeon-Sup Lim (IBM US)
  • Junqi Wang
Apr-2019 IEEE Conference on Computer Communications 2019 international
doc-3842 book chapter Self Generating Policies for Machine Learning in Coalition Environments

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  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Shonda Witherspoon (IBM US)
  • Irene Manatos (IBM US)
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Greg Cirincione (ARL)
  • Ananthram Swami (ARL)
  • Gavin Pearson (Dstl)
  • Geeth de Mel (IBM UK)
Apr-2019 Policy-Based Autonomic Data Governance, pp. 42-65. Springer, Cham, 2019. [link] international with government
doc-3850 external conference A Conceptual Architecture for Contractual Data Sharing in a Decentralised Environment

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  • Iain Barclay (Cardiff)
  • Alun Preece (Cardiff)
  • Ian Taylor (Cardiff)
  • Dinesh Verma (IBM US)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international
doc-4006 journal A Survey of Indoor Localization Systems and Technologies

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  • Faheem Zafari (Imperial)
  • Athanasios Gkelias (Imperial)
  • Kin Leung (Imperial)
Apr-2019 IEEE Communications Surveys & Tutorials [link] single institute
doc-4078 external conference Precedence: Enabling Compact Pipeline Layouts By Table Dependency Resolution

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  • Christopher Leet (Yale)
  • Richard Yang (Yale)
Apr-2019 The Symposium on SDN Research single institute
doc-4082 external conference Experiences Implementing Live VM Migration over the WAN with Multi-Path TCP

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  • Franck Le (IBM US)
  • Erich Nahum (IBM US)
Apr-2019 IEEE Conference on Computer Communications 2019 single institute
doc-4719 journal Optimal Energy Consumption for Communication, Computation, Caching and Quality Guarantee

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  • Faheem Zafari (Imperial)
  • Jian Li (UMass)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
Apr-2019 IEEE Transactions on Control of Network Systems [link] international with government
doc-3574 journal Enabling smart environments through scalable policy reasoning and IoT

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  • Emre Goynugur
  • Murat Sensoy
  • Geeth de Mel (IBM UK)
Mar-2019 Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9, no. 2 (2019): e1290. [link] collaborative
doc-3588 journal Evidence to support common application switching behaviour on smartphones

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Variants: doc-4466
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Stuart Allen (Cardiff)
  • David Linden (Cardiff)
  • Kun Tu (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
Mar-2019 Royal Society open science 6, no. 3 (2019): 190018. [link] international
doc-3594 journal ReStoCNet: Residual Stochastic Binary Convolutional Spiking Neural Network for Memory-Efficient Neuromorphic Computing

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  • Gopalakrishnan Srinivasan (Purdue)
  • Kaushik Roy (Purdue)
Mar-2019 Frontiers in Neuroscience, 13, 189. [link] single institute
doc-3596 external conference NN-SAR: A Neural Network Approach for Spatial AutoRegression

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  • Pranita Dewan (IBM US)
  • Raghu Ganti (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Sebastian Stein (Southampton)
Mar-2019 Information Quality and Quality of Service for Pervasive Computing (IQ2S 2019) international
doc-4002 external conference Understanding Patterns of Terrorism in India Using AI Machine Learning: 2007-2017

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Variants: doc-5838,doc-5514
  • Scott Sigmund Gartner (PSU)
  • Diane Felmlee (PSU)
  • Rithvik Yarlagadda (PSU)
  • Dinesh Verma (IBM US)
Mar-2019 Fifteenth International Conference on Technology, Knowledge & Society, Barcelona Spain collaborative
doc-4083 journal Adaptive Federated Learning in Resource Constrained Edge Computing Systems

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  • Shiqiang Wang (IBM US)
  • Tiffany Tuor (Imperial)
  • Theodoros Salonidis (IBM US)
  • Kin Leung (Imperial)
  • Christian Makaya (IBM US)
  • Ting He (PSU)
  • Kevin Chan (ARL)
Mar-2019 [link] international with government
doc-4277 external conference Explaining models: an empirical study of how explanations impact fairness judgment

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  • Jonathan Dodge
  • Q. Vera Liao (IBM US)
  • Yunfeng Zhang (IBM US)
  • Rachel Bellamy (IBM US)
  • Casey Dugan (IBM US)
Mar-2019 24th International Conference on Intelligent User Interfaces collaborative
doc-4911 invited talk Deep Learning Interpretability - Theory, techniques, and importantly, metrics

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Variants: doc-4913
  • Dan Harborne (Cardiff)
Mar-2019 Cardiff University Research Symposium single institute
doc-4913 invited talk Deep Learning Interpretability - Theory, techniques, and importantly, metrics
Variants: doc-4911
  • Dan Harborne (Cardiff)
Mar-2019 AI Wales discussion group single institute
doc-5056 journal Transmission errors and influence maximization in the voter model

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  • Markus Brede (Southampton)
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
Mar-2019 Journal of Statistical Mechanics: Theory and Experiment 2019, no. 3 (2019): 033401 [link] single institute
doc-5734 tech report Enabling Spike-based Backpropagation in State-of-the-art Deep Neural Network Architectures

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  • Chankyu Lee (Purdue)
  • Syed Shakib Sarwar (Purdue)
  • Kaushik Roy (Purdue)
Mar-2019 [link] single institute
doc-3572 journal Methods and Tools for Policy Analysis

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  • Amani Abu Jabal (Purdue)
  • Maryam Davari (Purdue)
  • Elisa Bertino (Purdue)
  • Christian Makaya (IBM US)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Alessandra Russo (Imperial)
  • Chris Williams (Dstl)
Feb-2019 ACM Computing Surveys (CSUR), 51(6), 1-35. [link] international with government
doc-3887 journal ProFact: A Provenance-based Analytics Framework for Access Control Policies

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Variants: doc-4446,doc-5772
  • Amani Abu Jabal (Purdue)
  • Maryam Davari (Purdue)
  • Elisa Bertino (Purdue)
  • Christian Makaya (IBM US)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Feb-2019 IEEE Transactions on Services Computing [link] international with government
doc-4757 external conference Browser-Based Deep Behavioral Detection of Web Cryptomining with CoinSpy

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  • Ramya Raghavendra (IBM US)
Feb-2019 26th Annual Network and Distributed System Security Symposium 2019 single institute
doc-4761 external conference Physics-Inspired Placement of Analytics Services on Heterogeneous Resources for Multisensor Fusion

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  • Brent Kraczek (ARL)
  • Prithwish Basu (BBN)
  • Theodoros Salonidis (IBM US)
  • Ali Sydney (BBN)
  • Tom La Porta (PSU)
  • Bongjun Ko (IBM US)
  • Kevin Chan (ARL)
Feb-2019 NATO STO 2019 collaborative with government
doc-3575 external conference Representing and Learning Grammars in Answer Set Programming

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Variants: doc-2854
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Elisa Bertino (Purdue)
  • Krysia Broda (Imperial)
  • Jorge Lobo
Jan-2019 The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) international
doc-3581 external conference Probabilistic Logic Programming with Beta-Distributed Random Variables

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Variants: doc-4380
  • Federico Cerutti (Cardiff)
  • Lance Kaplan (ARL)
  • Angelika Kimmig (Cardiff)
  • Murat Sensoy
Jan-2019 The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) international with government
doc-3590 external conference Fair Transfer Learning with Missing Protected Attributes

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  • Amanda Coston (IBM US)
  • Karthikeyan Ramamurthy (IBM US)
  • Dennis Wei (IBM US)
  • Kush Varshney (IBM US)
  • Skyler Speakman
  • Zairah Mustahsan (IBM US)
  • Supriyo Chakraborty (IBM US)
Jan-2019 AAAI/ACM Conference on Artificial Intelligence, Ethics and Society collaborative
doc-3591 external conference Optimizing in the Dark: Learning an Optimal Solution Through a Simple Request Interface

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Variants: doc-6006
  • Qiao Xiang (Yale)
  • Haitao Yu
  • James Aspnes (Yale)
  • Franck Le (IBM US)
  • Linghe Kong
  • Richard Yang (Yale)
Jan-2019 The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) collaborative
doc-4707 journal Dynamic Patterns of Terrorist Networks: Efficiency and Security in the Evolution of Eleven Islamic Extremist Attack Networks

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Variants: doc-4464
  • Cassie McMillan (PSU)
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
Jan-2019 Journal of Quantitative Criminology (JOQC) [link] international
doc-5514 journal Location, Location, Location: Understanding Patterns of Terrorism in India (2007-2017) Using Artificial Intelligence Machine Learning

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Variants: doc-4002
  • Dinesh Verma (IBM US)
  • Rithvik Yarlagadda (PSU)
  • Scott Sigmund Gartner (PSU)
  • Diane Felmlee (PSU)
Jan-2019 The International Journal of Technology, Knowledge, and Society [link] collaborative
doc-3415 external conference Evidential Deep Learning to Quantify Classification Uncertainty

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  • Murat Sensoy
  • Lance Kaplan (ARL)
  • Melih Kandemir
Dec-2018 Neural Information Processing Systems (NeurIPS) 2018 collaborative with government
doc-3580 external conference Learning to Simplify Distributed Systems Management

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  • Christopher Streifer
  • Ramya Raghavendra (IBM US)
  • Theophilus Benson
  • Mudhakar Srivatsa (IBM US)
Dec-2018 IEEE Big Data 2018 collaborative
doc-3582 external conference Optimal Energy Tradeoff among Communication, Computation and Caching with QoI-Guarantee

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Variants: doc-4711
  • Faheem Zafari (Imperial)
  • Jian Li (UMass)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
Dec-2018 IEEE Global Communications Conference 2018 international with government
doc-3583 external conference A Tool to Highlight Weaknesses and Strengthen Cases: CISpaces.org

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  • Federico Cerutti (Cardiff)
  • Tim Norman (Southampton)
  • Alice Toniolo
Dec-2018 Jurix 2018 collaborative
doc-4069 external conference Model Poisoning Attacks in Federated Learning

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  • Arjun Nitin Bhagoji (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Prateek Mittal
  • Seraphin Calo (IBM US)
Dec-2018 Neural Information Processing Systems (NeurIPS) 2018 collaborative
doc-4162 external conference Learning Light-Weight Edge-Deployable Privacy Models

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  • Yeon-Sup Lim (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Ian Taylor (Cardiff)
Dec-2018 IEEE Big Data 2018 international
doc-2982 external conference Generating Natural Language Adversarial Examples

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  • Moustafa Alzantot (UCLA)
  • Yash Sharma
  • Ahmed Elgohary
  • Bo-Jhang Ho (UCLA)
  • Mani Srivastava (UCLA)
  • Kai-Wei Chang (UCLA)
Nov-2018 EMNLP 2018 collaborative
doc-3008 external conference A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge Clouds

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  • Faheem Zafari (Imperial)
  • Jian Li (UMass)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
Nov-2018 ACM Mobicom 2018 workshop on Technologies for the Wireless Edge international with government
doc-3018 external conference A General Approach to Reasoning with Probabilities

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Variants: doc-3595
  • Federico Cerutti (Cardiff)
  • Matthias Thimm
Nov-2018 16th International Conference on Principles of Knowledge Representation and Reasoning collaborative
doc-3037 external conference Dynamic Distributed Orchestration of Node-RED IOT Workflows Using a Vector Symbolic Architecture

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  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Dan Harborne (Cardiff)
  • Graham Bent (IBM UK)
  • Alun Preece (Cardiff)
  • Raghu Ganti (IBM US)
Nov-2018 WORKS 2018: 13th Workshop on Workflows in Support of Large-Scale international
doc-3049 external conference SCOPE: Sensemaking in Cyber Social Spaces

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  • Soheil Eshghi (Yale)
  • Geeth de Mel (IBM UK)
  • Sukankana Chakraborty (Southampton)
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
  • Gavin Pearson (Dstl)
  • Tien Pham (ARL)
Nov-2018 NATO SET-262, Budapest, 5-6 Nov 2018 international with government
doc-3053 external conference Multimodal Explanations for AI-based Multisensor Fusion

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  • Dave Braines (IBM UK)
  • Alun Preece (Cardiff)
  • Dan Harborne (Cardiff)
Nov-2018 NATO SET-262, Budapest, 5-6 Nov 2018 collaborative
doc-4064 external conference Fine-Grained, Multi-Domain Network Resource Abstraction as a Fundamental Primitive to Enable High-Performance, Collaborative Data Sciences

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Variants: doc-2822
  • Qiao Xiang (Yale)
  • Jensen Zhang
  • X. Tony Wang (Yale)
  • Y. Jace Liu
  • Chin Guok
  • Franck Le (IBM US)
  • John MacAuley
  • Harvey Newman
  • Richard Yang (Yale)
Nov-2018 SC18: International Conference for High Performance Computing, Networking, Storage and Analysis collaborative
doc-4272 external conference Sentio: Driver-in-the-Loop Forward Collision Warning Using Multisample Reinforcement Learning

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  • Salma Elmalaki (UCLA)
  • Huey-Ru Tsai (UCLA)
  • Mani Srivastava (UCLA)
Nov-2018 16th ACM Conference on Embedded Networked Sensor Systems single institute
doc-2972 journal Achieving Pareto-Optimal MI-Based Privacy-Utility Tradeoffs Under Full Data

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  • Matthew Johnson
  • Liang Zhao
  • Supriyo Chakraborty (IBM US)
Oct-2018 IEEE Journal of Selected Topics in Signal Processing ( Volume: 12 , Issue: 5, Oct. 2018 ) [link] collaborative
doc-2976 external conference On the Design of Resource Allocation Algorithms for Low-Latency Video Analytics

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Variants: doc-5780
  • Victor Valls (Yale)
  • Heesung Kwon (ARL)
  • Tom La Porta (PSU)
  • Sebastian Stein (Southampton)
  • Leandros Tassiulas (Yale)
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 international with government
doc-2978 external conference Provisioning Robust and Interpretable AI/ML-based Service Bundles

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  • Alun Preece (Cardiff)
  • Dan Harborne (Cardiff)
  • Ramya Raghavendra (IBM US)
  • Richard Tomsett (IBM UK)
  • Dave Braines (IBM UK)
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 international
doc-2980 journal SDN Controller Placement with Delay-Overhead Balancing in Wireless Edge Networks

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  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • George Iosifidis
  • Sastry Kompella
  • Leandros Tassiulas (Yale)
Oct-2018 IEEE Transactions on Network and Service Management ( Early Access ) [link] collaborative with government
doc-2992 external conference Unsupervised estimation of domain applicability of models

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Variants: doc-5784
  • Nirmit Desai (IBM US)
  • Raghu Ganti (IBM US)
  • Heesung Kwon (ARL)
  • Ian Taylor (Cardiff)
  • Mudhakar Srivatsa (IBM US)
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 international with government
doc-2994 external conference Learning Service Semantics for Self-organization in Distributed Environments: Concepts and Research Directions

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  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Raghu Ganti (IBM US)
  • Tom La Porta (PSU)
  • Gavin Pearson (Dstl)
  • Tien Pham (ARL)
  • Sebastian Stein (Southampton)
  • Leandros Tassiulas (Yale)
  • Ian Taylor (Cardiff)
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 international with government
doc-2996 external conference Image Classification on the Edge for Fast Multi-Camera Object Tracking

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Variants: doc-5782
  • Nick Nordlund (Yale)
  • Heesung Kwon (ARL)
  • Geeth de Mel (IBM UK)
  • Leandros Tassiulas (Yale)
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 international with government
doc-3000 external conference Hows and Whys of Artificial Intelligence for Public Sector Decisions: Explanation and Evaluation

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  • Alun Preece (Cardiff)
  • Rob Ashelford (Cardiff)
  • Harry Armstrong
  • Dave Braines (IBM UK)
Oct-2018 AAAI Fall Symposium: AI in Government & Public Sector collaborative
doc-3010 external conference Stakeholders in Explainable AI

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  • Alun Preece (Cardiff)
  • Dan Harborne (Cardiff)
  • Dave Braines (IBM UK)
  • Richard Tomsett (IBM UK)
  • Supriyo Chakraborty (IBM US)
Oct-2018 AAAI Fall Symposium: AI in Government & Public Sector international
doc-3012 external conference OpenSDC: A Novel, Generic Datapath for Software Defined Coalitions

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  • Qiao Xiang (Yale)
  • Franck Le (IBM US)
  • Yeon-Sup Lim (IBM US)
  • Vinod Mishra (ARL)
  • Chris Williams (Dstl)
  • Richard Yang (Yale)
  • Hongwei Zhang
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 international with government
doc-3020 external conference Decentralized Public Key Infrastructure for Internet-of-Things

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  • Jongho Won (Purdue)
  • Ankush Singla (Purdue)
  • Elisa Bertino (Purdue)
  • Greg Bollella
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 collaborative
doc-3035 journal Effects of Time Horizons on Influence Maximization in the Voter Dynamics

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  • Markus Brede (Southampton)
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
Oct-2018 Journal of Complex Networks, cny027, https://doi.org/10.1093/comnet/cny027 [link] single institute
doc-3039 external conference Uncertainty Aware AI ML: Why and How

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  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
  • Murat Sensoy
  • Alun Preece (Cardiff)
  • Paul Sullivan (ARL)
Oct-2018 AAAI Fall Symposium 2018 international with government
doc-3041 external conference A Systems Approach to Achieving the Benefits of Artificial Intelligence in UK Defence

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  • Gavin Pearson (Dstl)
  • Phil Jolley (IBM UK)
  • Geraint Evans
Oct-2018 AAAI fall symposium, 2018 collaborative with government
doc-3055 journal Flexible SDN control in tactical ad hoc networks

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Variants: doc-3197
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Erich Nahum (IBM US)
  • Miguel Rio (UCL)
  • Leandros Tassiulas (Yale)
Oct-2018 Elsevier Ad Hoc Networks Journal [link] international
doc-3096 external conference Probabilistic Augmentations for Knowledge Representation Formalisms

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  • Federico Cerutti (Cardiff)
  • Matthias Thimm
Oct-2018 Workshop on Hybrid Reasoning and Learning (HRL 2018) @ KR 2018 collaborative
doc-3160 external conference Federated AI for building AI Solutions across Multiple Agencies

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  • Dinesh Verma (IBM US)
  • Simon Julier (UCL)
  • Greg Cirincione (ARL)
Oct-2018 AAAI FSS-18 Conference international with government
doc-4254 external conference Deep Convolutional Bidirectional LSTM Based Transportation Mode Recognition

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  • Jeya Vikranth Jeyakumar (UCLA)
  • Eun Sun Lee (UCLA)
  • Zhengxu Xia (UCLA)
  • Sandeep Singh Sandha (UCLA)
  • Nathan Tausik
  • Mani Srivastava (UCLA)
Oct-2018 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers collaborative
doc-5655 tech report MaxHedge: Maximising a Maximum Online with Theoretical Performance Guarantees

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  • Stephen Pasteris (UCL)
  • Fabio Vitale
  • Kevin Chan (ARL)
  • Shiqiang Wang (IBM US)
Oct-2018 [link] international with government
doc-2768 journal Indirect Reciprocity and the Evolution of Prejudicial Groups

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Variants: doc-4384
  • Roger Whitaker (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • David Rand (Yale)
Sep-2018 Nature, Scientific Reports volume 8, Article number: 13247 (2018) [link] international
doc-2797 external conference Network Classification in Temporal Networks Using Motifs

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  • Kun Tu (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
  • Dave Braines (IBM UK)
  • Liam Turner (Cardiff)
Sep-2018 3rd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data international
doc-2799 journal On the Convergence of the TTL Approximation for an LRU Cache under Independent Stationary Request Processes

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  • Bo Jiang (UMass)
  • Philippe Nain
  • Don Towsley (UMass)
Sep-2018 ACM ToMPECS [link] collaborative
doc-2802 external conference AGENP: An ASGrammar-based GENerative Policy Framework

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Variants: doc-5802
  • Seraphin Calo (IBM US)
  • Irene Manatos (IBM US)
  • Dinesh Verma (IBM US)
  • Mark Law (Imperial)
  • Elisa Bertino (Purdue)
  • Alessandra Russo (Imperial)
Sep-2018 2nd International Workshop on Policy-based Autonomic Data Governance (PADG 2018) international
doc-2808 external conference Value of Information: Quantification and Application to Coalition Machine Learning

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  • Gavin Pearson (Dstl)
  • Dinesh Verma (IBM US)
  • Geeth de Mel (IBM UK)
Sep-2018 2nd International Workshop on Policy-based Autonomic Data Governance (PADG 2018) international with government
doc-2810 external conference Can N-version Decision-Making Prevent the Rebirth of HAL 9000 in Military Camo?

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  • Sorin Adam Matei (Purdue)
  • Elisa Bertino (Purdue)
Sep-2018 2nd International Workshop on Policy-based Autonomic Data Governance (PADG 2018) single institute
doc-2812 external conference Self Generating Policies for Training Data Curation in Coalition Environments

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  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Shalisa Witherspoon (IBM US)
  • Irene Manatos (IBM US)
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Geeth de Mel (IBM UK)
  • Greg Cirincione (ARL)
  • Ananthram Swami (ARL)
Sep-2018 2nd International Workshop on Policy-based Autonomic Data Governance (PADG 2018) international with government
doc-2834 external conference Probabilistic Graded Semantics

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  • Matthias Thimm
  • Federico Cerutti (Cardiff)
  • Tjitze Rienstra
Sep-2018 COMMA 2018: 7th International Conference on Computational Models of Argument, Warsaw, Poland, 12-14 September 2018. collaborative
doc-2836 external conference CISpaces.org: from Fact Extraction to Report generation

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  • Federico Cerutti (Cardiff)
  • Tim Norman (Southampton)
  • Alice Toniolo
  • Stuart Middleton (Southampton)
Sep-2018 COMMA 2018: 7th International Conference on Computational Models of Argument, Warsaw, Poland, 12-14 September 2018. collaborative
doc-2852 internal conference Routing Performance in Distributed SDN under Synchronization Constraint

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  • Ziyao Zhang (Imperial)
  • Qiaofeng Qin (Yale)
  • Liang Ma (IBM US)
  • Konstantinos Poularakis (Yale)
  • Franck Le (IBM US)
  • Kin Leung (Imperial)
  • Sastry Kompella
  • Leandros Tassiulas (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-2854 internal conference Representing and Learning Grammars in Answer Set Programming

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Variants: doc-3575
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Elisa Bertino (Purdue)
  • Krysia Broda (Imperial)
  • Jorge Lobo
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-2863 internal conference Security Issues for Distributed Fusion in Coalition Environments

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Variants: doc-2694
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative
doc-2873 external conference Classifying Types of Network Communities Using Motifs

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  • Kun Tu (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
  • Dave Braines (IBM UK)
  • Liam Turner (Cardiff)
Sep-2018 Machine Learning, Data Analytics and Modeling - DATAM18 at CCS18, Thessaloniki, Greece, 23-28 September 2018. international
doc-2904 internal conference An Analysis of Reliability Using LIME with Deep Learning Models

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Variants: doc-3605
  • Mitchell Stiffler
  • Adam Hudler
  • Eunjin Lee (IBM UK)
  • Dave Braines (IBM UK)
  • David Mott (IBM UK)
  • Dan Harborne (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-2909 internal conference Efficient Service Placement in Software-Defined Networks using Reinforcement Learning
  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
  • Jeremy Tucker (Dstl)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-2914 tech report Enabling Collaboration Across the DAIS ITA Research Program

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  • Graham White (IBM UK)
  • Simon Pierson (Dstl)
  • Maroun Touma (IBM US)
  • Tien Pham (ARL)
  • Dave Braines (IBM UK)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-3030 external conference Dynamic competitive opinion control: theory, simulations, and experiments

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  • Markus Brede (Southampton)
  • Alberto Antonioni (UCL)
  • Soheil Eshghi (Yale)
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
Sep-2018 Computational Social Science: from socio-physics to data-driven research on social complexity international
doc-3033 external conference Influence maximisation in real-world social networks

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  • Valerio Restocchi (Southampton)
  • Soheil Eshghi (Yale)
  • Setareh Maghsudi (Yale)
  • Leandros Tassiulas (Yale)
  • Sebastian Stein (Southampton)
Sep-2018 Op-La-Dyn Understanding Opinion and Language Dynamics using massive data international
doc-3162 external conference Policy Support for Autonomous Swarms of Drones

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Variants: doc-5775
  • Alan Cullen (BAE)
  • Erisa Karafili (Imperial)
  • Alan Pilgrim (BAE)
  • Chris Williams (Dstl)
  • Emil Lupu (Imperial)
Sep-2018 1st International Workshop on Emerging Technologies for Authorization and Authentication (2018) collaborative with government
doc-4471 demo Self Generation of Policies for Training Data Curation

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  • Amani Abu Jabal (Purdue)
  • Shonda Witherspoon (IBM US)
  • Irene Manatos (IBM US)
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Dinesh Verma (IBM US)
  • Greg Cirincione (ARL)
  • Ananthram Swami (ARL)
  • Geeth de Mel (IBM UK)
  • Gavin Pearson (Dstl)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-4473 demo Exploration of the Effect of Task and User Role on the Evaluation of Interpretability Techniques

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  • Dan Harborne (Cardiff)
  • Alun Preece (Cardiff)
  • Harrison Taylor (Cardiff)
  • Liam Hiley (Cardiff)
  • Chris Willis (BAE)
  • Dave Braines (IBM UK)
  • Richard Tomsett (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Simon Julier (UCL)
  • Amy Widdicombe (UCL)
  • Moustafa Alzantot (UCLA)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-4475 demo Coalition Situational Understanding Facilitated By Vector Symbolic Architecture

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  • Dan Harborne (Cardiff)
  • Alun Preece (Cardiff)
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Richard Tomsett (IBM UK)
  • Moustafa Alzantot (UCLA)
  • Chris Willis (BAE)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-4477 demo Optimized SDN Controller Placement Strategy in Edge Networks

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  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • Sastry Kompella
  • Leandros Tassiulas (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
doc-4479 demo Evaluating Competitive Influence Maximisation Strategies Using an Online Game

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  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
  • Markus Brede (Southampton)
  • Soheil Eshghi (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-4481 demo Merging Models Across Coalition Edge Devices using Generative Policy

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  • Keith Grueneberg (IBM US)
  • Bongjun Ko (IBM US)
  • Irene Manatos (IBM US)
  • Shalisa Witherspoon (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Shiqiang Wang (IBM US)
  • Simon Julier (UCL)
  • Stephen Pasteris (UCL)
  • Elisa Bertino (Purdue)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-4483 demo Distributed Resource Allocation, An Experimentation and Demonstration Framework for Algorithm Evaluation

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  • Andreas Martens (IBM UK)
  • Dave Conway-Jones (IBM UK)
  • Shiqiang Wang (IBM US)
  • Faheem Zafari (Imperial)
  • Konstantinos Poularakis (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-4485 demo Understanding motifs in complex graphs

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  • Dave Braines (IBM UK)
  • Roger Whitaker (Cardiff)
  • Liam Turner (Cardiff)
  • Malgorzata Turalska (ARL)
  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Don Towsley (UMass)
  • Jian Li (UMass)
  • Kun Tu (UMass)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-4487 demo Understanding intolerance, conviction and extremism: interpreting an evolutionary model

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  • Liam Turner (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Roger Whitaker (Cardiff)
  • Anelia Kurteva (Cardiff)
  • Rhodri Morris (Cardiff)
  • Rachel Bellamy (IBM US)
  • Cheryl Giammanco (ARL)
  • Grace-Rose Williams (Dstl)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-4491 demo Unsupervised detection of anomalous model inputs at and emergence of new classes at the edge

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  • Nirmit Desai (IBM US)
  • Raghu Ganti (IBM US)
  • Heesung Kwon (ARL)
  • Ian Taylor (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-4493 internal conference Learning and Reasoning in Complex Coalition Information Environments: a Critical Analysis

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Variants: doc-2685
  • Federico Cerutti (Cardiff)
  • Moustafa Alzantot (UCLA)
  • Tianwei Xing (UCLA)
  • Dan Harborne (Cardiff)
  • Jon Bakdash (ARL)
  • Dave Braines (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Lance Kaplan (ARL)
  • Angelika Kimmig (Cardiff)
  • Alun Preece (Cardiff)
  • Ramya Raghavendra (IBM US)
  • Mani Srivastava (UCLA)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-4495 internal conference On Adversarial Examples and Model Interpretability

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  • Supriyo Chakraborty (IBM US)
  • Moustafa Alzantot (UCLA)
  • Dan Harborne (Cardiff)
  • Amy Widdicombe (UCL)
  • Richard Tomsett (IBM UK)
  • Chris Willis (BAE)
  • Prudhvi Gurram (ARL)
  • Raghuveer Rao (ARL)
  • Simon Julier (UCL)
  • Mani Srivastava (UCLA)
  • Alun Preece (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-4497 internal conference Social Network Motifs: A Comparison of Building Blocks across Multiple Social Networks

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Variants: doc-4499
  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Don Towsley (UMass)
  • Roger Whitaker (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-5014 external conference Network Cache Design under Stationary Requests: Exact Analysis and Poisson Approximation

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  • Nitish Panigrahy (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
  • Christopher Hollot (UMass)
Sep-2018 6th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems 2018 single institute
doc-5767 internal conference Looking Glass of NFV: Inferring the Structure and State of NFV Network from External Observations

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Variants: doc-3576
  • Yilei Lin (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5772 internal conference ProFact: A Provenance-based Analytics Framework for Access Control Policies

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Variants: doc-3887
  • Amani Abu Jabal (Purdue)
  • Maryam Davari (Purdue)
  • Elisa Bertino (Purdue)
  • Christian Makaya (IBM US)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5773 internal conference A Policy System for Control of Data Fusion Processes and Derived Data

Download: paper, poster
Variants: doc-4264
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative
doc-5774 internal conference Self-Generation of Access Control Policies

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Variants: doc-2677
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Elisa Bertino (Purdue)
  • Emil Lupu (Imperial)
  • Greg Cirincione (ARL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5775 internal conference Policy Support for Autonomous Swarms of Drones

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Variants: doc-3162
  • Alan Cullen (BAE)
  • Erisa Karafili (Imperial)
  • Alan Pilgrim (BAE)
  • Chris Williams (Dstl)
  • Emil Lupu (Imperial)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
doc-5776 internal conference Joint Data Compression and Caching: Approaching Optimality with Guarantees

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Variants: doc-2650
  • Jian Li (UMass)
  • Faheem Zafari (Imperial)
  • Don Towsley (UMass)
  • Kin Leung (Imperial)
  • Ananthram Swami (ARL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5777 internal conference Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems

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Variants: doc-3577
  • Stephen Pasteris (UCL)
  • Shiqiang Wang (IBM US)
  • Mark Herbster (UCL)
  • Ting He (PSU)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-5778 internal conference SDN Controller Placement at the Edge: Optimizing Delay and Overheads

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Variants: doc-2477
  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • George Iosifidis
  • Leandros Tassiulas (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative
doc-5779 internal conference Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds

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Variants: doc-3578,doc-5834
  • Vajiheh Farhadi (PSU)
  • Fidan Mehmeti (PSU)
  • Ting He (PSU)
  • Tom La Porta (PSU)
  • Hana Khamfroush (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
doc-5780 internal conference On the Design of Resource Allocation Algorithms for Low-Latency Video Analytics

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Variants: doc-2976
  • Victor Valls (Yale)
  • Heesung Kwon (ARL)
  • Tom La Porta (PSU)
  • Sebastian Stein (Southampton)
  • Leandros Tassiulas (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5781 internal conference Online Mechanism Design using Reinforcement Learning for Cloud Resource Allocation

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Variants: doc-2726,doc-5863
  • Mateusz Ochal (Southampton)
  • Sebastian Stein (Southampton)
  • Fan Bi (Southampton)
  • Matthew Cook (Southampton)
  • Enrico Gerding (Southampton)
  • Ting He (PSU)
  • Tom La Porta (PSU)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-5782 internal conference Image Classification on the Edge for Fast Multi-Camera Object Tracking

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Variants: doc-2996
  • Nick Nordlund (Yale)
  • Geeth de Mel (IBM UK)
  • Heesung Kwon (ARL)
  • Leandros Tassiulas (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5783 internal conference Doc2Img: A New Approach to Vectorization of Documents

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Variants: doc-2681
  • ShreeRanjani SrirangamSridharan (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Raghu Ganti (IBM US)
  • Chris Simpkin (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-5784 internal conference Unsupervised estimation of domain applicability of models

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Variants: doc-2992
  • Nirmit Desai (IBM US)
  • Raghu Ganti (IBM US)
  • Heesung Kwon (ARL)
  • Ian Taylor (Cardiff)
  • Mudhakar Srivatsa (IBM US)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5785 internal conference Supporting Scientific Enquiry with Uncertain Sources

Download: paper, poster
Variants: doc-2691
  • Federico Cerutti (Cardiff)
  • Gavin Pearson (Dstl)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
doc-5788 book chapter Human-in-the-Loop Situational Understanding using Subjective Bayesian Networks: Experimental Results

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Variants: doc-2209
  • Dave Braines (IBM UK)
  • Anna Thomas (IBM UK)
  • Lance Kaplan (ARL)
  • Murat Sensoy
  • Jon Bakdash (ARL)
  • Magdalena Ivanovska
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5789 external conference Implication of the Independence Assumption for Trust Estimation over Dependent Propositions

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Variants: doc-2692
  • Lance Kaplan (ARL)
  • Murat Sensoy
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
doc-5790 external conference Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems

Download: paper, poster
Variants: doc-2722
  • Richard Tomsett (IBM UK)
  • Dave Braines (IBM UK)
  • Dan Harborne (Cardiff)
  • Alun Preece (Cardiff)
  • Supriyo Chakraborty (IBM US)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-5791 external conference GenAttack: Practical Black-box Attacks with Gradient-Free Optimization

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Variants: doc-4070
  • Moustafa Alzantot (UCLA)
  • Yash Sharma
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative
doc-5792 internal conference Policy discovery and modelling in social groups

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  • Geeth de Mel (IBM UK)
  • Soheil Eshghi (Yale)
  • Gavin Pearson (Dstl)
  • Sukankana Chakraborty (Southampton)
  • Tien Pham (ARL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5799 internal conference The role of motifs in understanding behavior in social and engineered networks

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Variants: doc-2309
  • Dave Braines (IBM UK)
  • Diane Felmlee (PSU)
  • Don Towsley (UMass)
  • Kun Tu (UMass)
  • Roger Whitaker (Cardiff)
  • Liam Turner (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-5800 internal conference gl2vec: Learning Feature Representation Using Graphlets for Directed Networks

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Variants: doc-4826,doc-5841
  • Kun Tu (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
  • Dave Braines (IBM UK)
  • Liam Turner (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-5801 internal conference Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures

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Variants: doc-3579
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Liang Ma (IBM US)
  • Sastry Kompella
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5802 external conference AGENP: An ASGrammar-based GENerative Policy Framework

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Variants: doc-2802
  • Seraphin Calo (IBM US)
  • Irene Manatos (IBM US)
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-5803 internal conference Capacity of Distributed SDC Resources

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  • Pengchao Han (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Kevin Chan (ARL)
  • Don Towsley (UMass)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5804 internal conference A Universally Good Coreset for Distributed Machine Learning

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  • Hanlin Lu (PSU)
  • Ming-Ju Li (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
doc-5808 internal conference A queueing-theoretic model for resource allocation in one-dimensional distributed analytics network

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Variants: doc-2770
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5810 demo Adaptive Routing of Requests to Distributed Analytics Models

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  • Shiqiang Wang (IBM US)
  • Dave Conway-Jones (IBM UK)
  • Stephen Pasteris (UCL)
  • Kevin Chan (ARL)
  • Mark Herbster (UCL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5844 internal conference Application of Generative Policy to Software Defined Slices

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  • John Ingham (Dstl)
  • Chris Williams (Dstl)
  • Graham White (IBM UK)
  • Alan Pilgrim (BAE)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
doc-5864 internal conference High-level, Unified SDC Programming with Automatic, Consistent, Fast Updates

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  • Taishi Nojima (Yale)
  • Franck Le (IBM US)
  • Qiao Xiang (Yale)
  • Geng Li (Yale)
  • Richard Yang (Yale)
  • Vinod Mishra (ARL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
doc-5865 internal conference Efficient Inference of Spatial and Temporal Conditions of Large Distributed Networks

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Variants: doc-4125
  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Bongjun Ko (IBM US)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
doc-2742 external conference Uncertainty-aware Artificial Intelligence for More Effective Decision Making

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  • Lance Kaplan (ARL)
  • Jin-Hee Cho
  • Murat Sensoy
  • Feng Chen
  • Paul Sullivan (ARL)
Aug-2018 Army Science & Technology Symposium & Showcase collaborative with government
doc-2750 poster SFP: Toward Interdomain Routing for SDN Networks

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  • Qiao Xiang (Yale)
  • Chin Guok
  • Franck Le (IBM US)
  • John MacAuley
  • Harvey Newman
Aug-2018 SIGCOMM18 Proceedings of the ACM SIGCOMM 2018 Conference on Posters and Demos Pages 87-89 collaborative
doc-2818 external conference Trident: Toward a Unified SDN Programming Framework with Automatic Updates

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  • Kai Gao
  • Taishi Nojima (Yale)
  • Richard Yang (Yale)
Aug-2018 SIGCOMM '18, August 20–25, 2018, Budapest, Hungary collaborative
doc-2822 poster Fine-Grained, Multi-Domain Network Resource Abstraction as a Fundamental Primitive to Enable High-Performance, Collaborative Data Sciences

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Variants: doc-4064
  • Qiao Xiang (Yale)
  • Jingxuan Zhang
  • X. Tony Wang (Yale)
  • Y. Jace Liu
  • Chin Guok
  • Franck Le (IBM US)
  • John MacAuley
  • Harvey Newman
  • Richard Yang (Yale)
Aug-2018 SIGCOMM '18, August 20–25, 2018, Budapest, Hungary collaborative
doc-2848 invited talk Practical adversarial attacks against challenging models environments

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  • Moustafa Alzantot (UCLA)
  • Yash Sharma
Aug-2018 collaborative
doc-3093 journal SpiLinC: Spiking Liquid-Ensemble Computing for Unsupervised Speech and Image Recognition

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  • Gopalakrishnan Srinivasan (Purdue)
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
Aug-2018 Front. Neurosci., 23 August 2018 | https://doi.org/10.3389/fnins.2018.00524 [link] single institute
doc-4499 external conference Social Network Motifs: A Comparison of Building Blocks across Multiple Social Networks

Download: paper
Variants: doc-4497
  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Don Towsley (UMass)
  • Roger Whitaker (Cardiff)
Aug-2018 American Sociological Association Meeting 2018 international
doc-2472 external conference It's Hard to Share: Joint Service Placement and Request Scheduling in Edge Clouds with Sharable and Non-sharable Resources

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  • Ting He (PSU)
  • Hana Khamfroush (PSU)
  • Shiqiang Wang (IBM US)
  • Tom La Porta (PSU)
  • Sebastian Stein (Southampton)
Jul-2018 International conference on Distributed Computing Systems international
doc-2681 external conference Doc2Img: A New Approach to Vectorization of Documents

Download: paper
Variants: doc-5783
  • ShreeRanjani SrirangamSridharan (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Raghu Ganti (IBM US)
  • Chris Simpkin (Cardiff)
Jul-2018 21st International Conference on Information Fusion international
doc-2685 external conference Learning and Reasoning in Complex Coalition Information Environments: a Critical Analysis

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Variants: doc-4493
  • Federico Cerutti (Cardiff)
  • Moustafa Alzantot (UCLA)
  • Tianwei Xing (UCLA)
  • Dan Harborne (Cardiff)
  • Jon Bakdash (ARL)
  • Dave Braines (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Lance Kaplan (ARL)
  • Angelika Kimmig (Cardiff)
  • Alun Preece (Cardiff)
  • Ramya Raghavendra (IBM US)
  • Mani Srivastava (UCLA)
Jul-2018 21st International Conference on Information Fusion international with government
doc-2691 external conference Supporting Scientific Enquiry with Uncertain Sources

Download: paper
Variants: doc-5785
  • Federico Cerutti (Cardiff)
  • Gavin Pearson (Dstl)
Jul-2018 21st International Conference on Information Fusion collaborative with government
doc-2692 external conference Trust Estimation of Sources Over Correlated Propositions

Download: paper
Variants: doc-5789
  • Lance Kaplan (ARL)
  • Murat Sensoy
Jul-2018 21st International Conference on Information Fusion collaborative with government
doc-2694 external conference Security Issues for Distributed Fusion in Coalition Environments

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Variants: doc-2863
  • Greg Cirincione (ARL)
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Ananthram Swami (ARL)
Jul-2018 21st International Conference on Information Fusion collaborative with government
doc-2696 external conference Distributed Machine Learning in Coalition Environments: Overview of Techniques

Download: paper
  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Kevin Chan (ARL)
Jul-2018 21st International Conference on Information Fusion international with government
doc-2698 external conference Why the Failure? How Adversarial Examples Can Provide Insights for Interpretable Machine Learning

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  • Richard Tomsett (IBM UK)
  • Amy Widdicombe (UCL)
  • Tianwei Xing (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Simon Julier (UCL)
  • Prudhvi Gurram (ARL)
  • Raghuveer Rao (ARL)
  • Mani Srivastava (UCLA)
Jul-2018 21st International Conference on Information Fusion international with government
doc-2700 external conference How to prevent Skynet from forming (A Perspective from Policy-based Autonomic Device Management)

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  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • John Ingham (Dstl)
  • Greg Cirincione (ARL)
Jul-2018 International conference on Distributed Computing Systems international with government
doc-2718 external conference DDP: Distributed Network Updates in SDN

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  • Geng Li (Yale)
  • Yichen Qian
  • Chenxingyu Zhao
  • Richard Yang (Yale)
  • Tong Yang
Jul-2018 International conference on Distributed Computing Systems collaborative
doc-2720 tech report How Better is Distributed SDN? An Analytical Approach

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  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
  • Franck Le (IBM US)
  • Sastry Kompella
  • Leandros Tassiulas (Yale)
Jul-2018 international with government
doc-2722 external conference Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems

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Variants: doc-5790
  • Richard Tomsett (IBM UK)
  • Dave Braines (IBM UK)
  • Dan Harborne (Cardiff)
  • Alun Preece (Cardiff)
  • Supriyo Chakraborty (IBM US)
Jul-2018 ICML Workshop on Human Interpretability in Machine Learning (WHI 2018) international
doc-2724 external conference Q-placement: Reinforcement-Learning-Based Service Placement in Software-Defined Networks

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  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
  • Jeremy Tucker (Dstl)
Jul-2018 International conference on Distributed Computing Systems international with government
doc-2726 external conference Online Mechanism Design using Reinforcement Learning for Cloud Resource Allocation

Download: paper
Variants: doc-5781
  • Mateusz Ochal (Southampton)
  • Sebastian Stein (Southampton)
  • Fan Bi (Southampton)
  • Matthew Cook (Southampton)
  • Enrico Gerding (Southampton)
  • Ting He (PSU)
  • Tom La Porta (PSU)
Jul-2018 AAMAS-IJCAI Workshop on Agents & Incentives in AI (AI^3 2018) international
doc-2732 external conference Mesoscopic signatures of covert groups: changes in motif composition of the Provisional Irish Republican Army from 1970 to 1989
  • Malgorzata Turalska (ARL)
  • Ananthram Swami (ARL)
Jul-2018 4th International Conference on Computational Social Science single institute with government
doc-2736 journal SDN-enabled Tactical Ad Hoc Networks: Extending Programmable Control to the Edge

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  • Konstantinos Poularakis (Yale)
  • George Iosifidis
  • Leandros Tassiulas (Yale)
Jul-2018 IEEE Communications Magazine ( Volume: 56, Issue: 7, JULY 2018 ) [link] collaborative
doc-2738 external conference Implicit Terrorist Networks: A Two-Mode Social Network Analysis of Terrorism in India

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  • Rithvik Yarlagadda (PSU)
  • Diane Felmlee (PSU)
  • Dinesh Verma (IBM US)
  • Scott Sigmund Gartner (PSU)
Jul-2018 SBP-BRiMS 2018: Social, Cultural, and Behavioral Modeling pp 340-347 collaborative
doc-2758 external conference The Local Structure of Social Groups in Network Motifs

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  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Don Towsley (UMass)
  • Roger Whitaker (Cardiff)
Jul-2018 XXXVIII Sunbelt Conference, Utrecht, Netherlands, 2018. international
doc-2790 external conference Conversational Control Interface to Facilitate Situational Understanding in a City Surveillance Setting

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  • Dan Harborne (Cardiff)
  • Dave Braines (IBM UK)
  • Alun Preece (Cardiff)
  • Rafal Rzepka
Jul-2018 LaCATODA 2018 - Linguistic and Cognitive Approaches To Dialog Agents collaborative
doc-3071 external conference Swing: Swarm Computing for Mobile Sensing

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  • Songchun Fan
  • Theodoros Salonidis (IBM US)
  • John Duchi (Stanford)
Jul-2018 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS) 2018 collaborative
doc-3148 external conference JMS: Joint Bandwidth Allocation and Flow Assignment for Data Transfers with Multiple Sources

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  • Geng Li (Yale)
  • Yichen Qian
  • Lili Liu
  • Richard Yang (Yale)
Jul-2018 2018 IEEE Third International Conference on Data Science in Cyberspace (DSC) collaborative
doc-4264 external conference A Policy System for Control of Data Fusion Processes and Derived Data

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Variants: doc-5773
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
Jul-2018 21st International Conference on Information Fusion collaborative
doc-2677 external conference Self-Generation of Access Control Policies

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Variants: doc-5774
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Elisa Bertino (Purdue)
  • Emil Lupu (Imperial)
  • Greg Cirincione (ARL)
Jun-2018 ACM SACMAT 2018 international with government
doc-2679 external conference A Scalable Vector Symbolic Architecture Approach for Decentralized Workflows

Best paper award

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  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Raghu Ganti (IBM US)
Jun-2018 COLLA 2018 international
doc-2770 external conference A queueing theoretic model for resource allocation in one-dimensional distributed analytics network

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Variants: doc-5808
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
Jun-2018 Workshop on MAthematical performance Modeling and Analysis (MAMA) international with government
doc-2772 journal Proactive Retention-Aware Caching with Multi-path Routing for Wireless Edge Networks

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  • Samta Shukla
  • Onkar Bhardwaj (IBM US)
  • Alhussein Abouzeid
  • Theodoros Salonidis (IBM US)
  • Ting He (PSU)
Jun-2018 IEEE Journal on Selected Areas in Communications [link] collaborative
doc-3103 journal Frontier: Resilient Edge Processing for the Internet of Things

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  • Dan OKeeffe (Imperial)
  • Theodoros Salonidis (IBM US)
  • Peter Pietzuch (Imperial)
Jun-2018 Proceedings of the VLDB Endowment VLDB Endowment Hompage archive Volume 11 Issue 10, June 2018 Pages 1178-1191 [link] international
doc-3111 external conference Enabling Edge Devices that Learn from Each Other: Cross Modal Training for Activity Recognition

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  • Tianwei Xing (UCLA)
  • Sandeep Singh Sandha (UCLA)
  • Bharathan Balaji (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Jun-2018 EdgeSys18 Proceedings of the 1st International Workshop on Edge Systems, Analytics and Networking Pages 37-42 collaborative
doc-3152 journal RED/LED: An Asymptotically Optimal and Scalable Online Algorithm for Service Caching at the Edge

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  • Tao Zhao
  • I-Hong Hou
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
Jun-2018 IEEE Journal on Selected Areas in Communications ( Volume: 36 , Issue: 8 , Aug. 2018 ) [link] collaborative with government
doc-2671 external conference Optimizing Data Analytics in Energy Constrained IoT Networks

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  • Apostolos Galanopoulos
  • George Iosifidis
  • Theodoros Salonidis (IBM US)
May-2018 WiOpt 2018 collaborative
doc-2675 external conference Integrating Learning and Reasoning Services for Explainable Information Fusion

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  • Dan Harborne (Cardiff)
  • Chris Willis (BAE)
  • Richard Tomsett (IBM UK)
  • Alun Preece (Cardiff)
May-2018 ICPRAI 2018 - International Conference on Pattern Recognition and Artificial Intelligence collaborative
doc-2787 tech report Optimizing Timer-based Policies for General Cache Networks

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  • Nitish Panigrahy (UMass)
  • Jian Li (UMass)
  • Faheem Zafari (Imperial)
  • Don Towsley (UMass)
  • Paul Yu (ARL)
May-2018 arXiv:1711.03941v2 [cs.NI] 14 May 2018 international with government
doc-5635 tech report Network-based indicators of Bitcoin bubbles

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  • Alexandre Bovet
  • Carlo Campajola
  • Jorge Lazo
  • Francesco Mottes
  • Iacopo Pozzana
  • Valerio Restocchi (Southampton)
  • Pietro Saggese
  • Nicolo Vallarano
  • Tiziano Squartini
  • Claudio Tessone
May-2018 [link] collaborative
doc-5641 tech report Dynamics of new strain emergence on a temporal network

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  • Sukankana Chakraborty (Southampton)
  • Xavier Hoffmann
  • Marc Leguia
  • Felix Nolet
  • Elisenda Ortiz
  • Ottavia Prunas
  • Leonardo Zavojanni
  • Eugenio Valdano
  • Chiara Poletto
May-2018 [link] collaborative
doc-2309 external conference The role of motifs in understanding behavior in social and engineered networks

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Variants: doc-5799
  • Dave Braines (IBM UK)
  • Diane Felmlee (PSU)
  • Don Towsley (UMass)
  • Kun Tu (UMass)
  • Roger Whitaker (Cardiff)
  • Liam Turner (Cardiff)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
doc-2312 external conference A computational framework for modelling inter-group behaviour using psychological theory

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  • Rachel Bellamy (IBM US)
  • Gualtiero Colombo (Cardiff)
  • Soheil Eshghi (Yale)
  • Geeth de Mel (IBM UK)
  • Cheryl Giammanco (ARL)
  • Rhodri Morris (Cardiff)
  • David Rand (Yale)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Grace-Rose Williams (Dstl)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international with government
doc-2477 external conference SDN Controller Placement at the Edge: Optimizing Delay and Overheads

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Variants: doc-5778
  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • George Iosifidis
  • Leandros Tassiulas (Yale)
Apr-2018 IEEE Conference on Computer Communications 2018 collaborative
doc-2479 external conference Service Entity Placement for Social Virtual Reality Applications in Edge Computing

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  • Lin Wang
  • Lei Jiao
  • Ting He (PSU)
  • Jun Li
  • Max Muhlhauser
Apr-2018 IEEE Conference on Computer Communications 2018 collaborative
doc-2616 external conference When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning

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  • Shiqiang Wang (IBM US)
  • Tiffany Tuor (Imperial)
  • Theodoros Salonidis (IBM US)
  • Kin Leung (Imperial)
  • Christian Makaya (IBM US)
  • Ting He (PSU)
  • Kevin Chan (ARL)
Apr-2018 IEEE Conference on Computer Communications 2018 international with government
doc-2619 external conference Toward the First SDN Programming Capacity Theorem on Realizing High-Level Programs on Low-Level Datapaths

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  • Christopher Leet (Yale)
  • Xin Wang
  • Richard Yang (Yale)
  • James Aspnes (Yale)
Apr-2018 IEEE Conference on Computer Communications 2018 collaborative
doc-2630 external conference DR-Cache: Distributed Resilient Caching with Latency Guarantees

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  • Jian Li (UMass)
  • Khoa Phan (UCL)
  • Wei Koong Chai
  • Daphne Tuncer (UCL)
  • George Pavlou (UCL)
  • David Griffin (UCL)
  • Miguel Rio (UCL)
Apr-2018 IEEE Conference on Computer Communications 2018 international
doc-2632 external conference Prophet: Fast Accurate Model-based Throughput Prediction for Reactive Flow in DC Networks

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  • Kai Gao
  • Jingxuan Zhang
  • Richard Yang (Yale)
  • Jun Bi
Apr-2018 IEEE Conference on Computer Communications 2018 collaborative
doc-2634 demo Distributed Machine Learning at Resource-Limited Edge Nodes

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  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Theodoros Salonidis (IBM US)
  • Bongjun Ko (IBM US)
  • Kin Leung (Imperial)
Apr-2018 IEEE Conference on Computer Communications 2018 international
doc-2636 external conference Understanding information leakage of distributed inference with deep neural networks: Overview of information theoretic approach and initial results

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  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Bongjun Ko (IBM US)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
doc-2638 external conference The Generative Policy Approach for Dynamic Collaboration in Coalition Environments

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  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
  • Chris Williams (Dstl)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international with government
doc-2640 external conference Machine learning approaches for small data in sensor fusion applications

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  • Dinesh Verma (IBM US)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Chris Simpkin (Cardiff)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
doc-2642 external conference Reasoning and Learning Services for Coalition Situational Understanding

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  • Dan Harborne (Cardiff)
  • Ramya Raghavendra (IBM US)
  • Chris Willis (BAE)
  • Supriyo Chakraborty (IBM US)
  • Pranita Dewan (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Richard Tomsett (IBM UK)
  • Alun Preece (Cardiff)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
doc-2644 external conference When data lie: fairness and robustness in contested environments

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  • Ramya Raghavendra (IBM US)
  • Federico Cerutti (Cardiff)
  • Alun Preece (Cardiff)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
doc-2646 external conference Distributed analytics for audio sensing applications

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  • David Wood (IBM US)
  • Shiqiang Wang (IBM US)
  • Theodoros Salonidis (IBM US)
  • Dave Conway-Jones (IBM UK)
  • Bongjun Ko (IBM US)
  • Graham White (IBM UK)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
doc-2648 external conference Machine learning for dynamic resource allocation at network edge

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  • Bongjun Ko (IBM US)
  • Kin Leung (Imperial)
  • Theodoros Salonidis (IBM US)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
doc-2650 journal Joint Data Compression and Caching: Approaching Optimality with Guarantees

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Variants: doc-5776
  • Jian Li (UMass)
  • Faheem Zafari (Imperial)
  • Don Towsley (UMass)
  • Kin Leung (Imperial)
  • Ananthram Swami (ARL)
Apr-2018 Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering Pages 229-240 [link] international with government
doc-2652 external conference On Similarity Prediction and Pairwise Clustering

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  • Stephen Pasteris (UCL)
  • Fabio Vitale
  • Claudio Gentile
  • Mark Herbster (UCL)
Apr-2018 JMLR: Workshop and Conference Proceedings 83:1–28, 2018 29th International Conference on Algorithmic Learning Theory collaborative
doc-2663 journal Resisting Influence: How the Strength of Predispositions to Resist Control Can Change Strategies for Optimal Opinion Control in the Voter Model

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  • Markus Brede (Southampton)
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
Apr-2018 Front. Robot. AI, 17 April 2018 | https://doi.org/10.3389/frobt.2018.00034 [link] single institute
doc-2667 journal The Challenge of Access Control Policies Quality

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  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Apr-2018 ACM Journal of Data and Information Quality (JDIQ) [link] international with government
doc-2668 journal Asking Why in AI: Explainability of Intelligent Systems—Perspectives and Challenges

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  • Alun Preece (Cardiff)
Apr-2018 Intelligent Systems in Accounting, Finance and Management [link] single institute
doc-3084 external conference Stochastic Models and Wide-Area Network Measurements for Blockchain Design and Analysis

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  • Nikolaos Papadis (Yale)
  • Sem Borst
  • Anwar Walid
  • Mohamed Grissa
  • Leandros Tassiulas (Yale)
Apr-2018 IEEE Conference on Computer Communications 2018 collaborative
doc-3571 journal Social‑collaborative determinants of content quality in online knowledge production systems: comparing Wikipedia and Stack Overflow

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  • Sorin Adam Matei (Purdue)
  • Amani Abu Jabal (Purdue)
  • Elisa Bertino (Purdue)
Apr-2018 Social Network Analysis and Mining, 8(1), 36. [link] single institute
doc-4060 external conference Balancing distributed analytics energy consumption using physics-inspired models

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  • Brent Kraczek (ARL)
  • Theodoros Salonidis (IBM US)
  • Prithwish Basu (BBN)
  • Sayed Saghaian (PSU)
  • Ali Sydney (BBN)
  • Bongjun Ko (IBM US)
  • Tom La Porta (PSU)
  • Kevin Chan (ARL)
  • James Lambert (Dstl)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international with government
doc-4255 external conference An algorithm for model fusion for distributed learning

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  • Dinesh Verma (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Seraphin Calo (IBM US)
  • Simon Julier (UCL)
  • Stephen Pasteris (UCL)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
doc-4256 external conference Resource management in distributed SDN using reinforcement learning

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  • Liang Ma (IBM US)
  • Ziyao Zhang (Imperial)
  • Bongjun Ko (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Kin Leung (Imperial)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
doc-4263 external conference Generation and management of training data for AI-based algorithms targeted at coalition operations

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  • Dinesh Verma (IBM US)
  • Greg Cirincione (ARL)
  • Tien Pham (ARL)
  • Bongjun Ko (IBM US)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 collaborative with government
doc-4273 journal On a Class of Stochastic Multilayer Networks

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  • Bo-Jhang Ho (UCLA)
  • Philippe Nain
  • Don Towsley (UMass)
  • Saikat Guha
Mar-2018 Proceedings of the ACM on Measurement and Analysis of Computing Systems - SIGMETRICS [link] collaborative
doc-2205 tech report Experimentation With Fuzzy Interest Forwarding in Named Data Networking

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  • Spyridon Mastorakis (UCLA)
  • Kevin Chan (ARL)
  • Bongjun Ko (IBM US)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Feb-2018 [link] collaborative with government
doc-1968 external conference Distributed AI and Security Issues in Federated Environments

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  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Greg Cirincione (ARL)
Jan-2018 Workshop on Smart and Connected Communities: Technological Foundations, Challenges and Opportunities (SCC-2018) collaborative with government
doc-2223 external conference Inferring Smartphone Users Handwritten Patterns by Using Motion Sensors

Best paper award

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  • Wei-Han Lee
  • Jorge Ortiz (IBM US)
  • Bongjun Ko (IBM US)
  • Ruby Lee
Jan-2018 International Conference on Information Systems Security and Privacy 2018 collaborative
doc-2245 external conference Utilitarian Placement of Composite Services

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  • Khoa Phan (UCL)
  • Miguel Rocha
  • David Griffin (UCL)
  • Miguel Rio (UCL)
Jan-2018 IEEE Transactions on Network and Service Management [link] collaborative
doc-1961 external conference DarNet: A Deep Learning Solution for Distracted Driving Detection

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  • Christopher Streifer
  • Ramya Raghavendra (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Theophilus Benson
Dec-2017 ACM/IFIP/USENIX Middleware 2017 collaborative
doc-1985 external conference Did you hear that? Adversarial Examples Against Automatic Speech Recognition

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  • Moustafa Alzantot (UCLA)
  • Bharathan Balaji (UCLA)
  • Mani Srivastava (UCLA)
Dec-2017 Machine Deception Workshop 2017 single institute
doc-1992 journal Utility-centric Networking: Balancing Transit Costs with Quality of Experience

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  • Khoa Phan (UCL)
  • David Griffin (UCL)
  • Elisa Maini
  • Miguel Rio (UCL)
Dec-2017 IEEE/ACM Transactions on Networking, 2017, DOI: 10.1109/TNET.2017.2780257 [link] collaborative
doc-2009 external conference Improving Data Sharing in Data Rich Environments

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  • Erisa Karafili (Imperial)
  • Emil Lupu (Imperial)
  • Alan Cullen (BAE)
  • Bill Williams (BAE)
  • Saritha Arunkumar (IBM UK)
  • Seraphin Calo (IBM US)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) international
doc-2010 external conference Community-based Self Generation of Policies and Processes for Assets: Concepts and Research Directions

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  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
  • Alessandra Russo (Imperial)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) international
doc-2014 external conference Identifying Sensor Accesses from Service Descriptions

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  • Antara Palit (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Raghu Ganti (IBM US)
  • Chris Simpkin (Cardiff)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) international
doc-2018 external conference Combining Semantic Web and IoT to Reason with Health and Safety Policies

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  • Emre Goynugur
  • Murat Sensoy
  • Geeth de Mel (IBM UK)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) collaborative
doc-2020 external conference Edge Computing Architecture for applying AI to IoT

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  • Seraphin Calo (IBM US)
  • Maroun Touma (IBM US)
  • Dinesh Verma (IBM US)
  • Alan Cullen (BAE)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) international
doc-2022 external conference Policy Enabled Caching for Distributed AI

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  • Dinesh Verma (IBM US)
  • Graham Bent (IBM UK)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) international
doc-2024 external conference Research Challenges in Dynamic Policy-Based Autonomous Security

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  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
  • Greg Cirincione (ARL)
  • Brian Rivera (ARL)
  • Emil Lupu (Imperial)
  • Saritha Arunkumar (IBM UK)
  • Alan Cullen (BAE)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) international with government
doc-2027 external conference Measures of Network Centricity for Edge Deployment of IoT Applications

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  • Dinesh Verma (IBM US)
  • Geeth de Mel (IBM UK)
Dec-2017 Big Data Analytics and Internet of Things workshop international
doc-2036 external conference LightSpy: Optical Eavesdropping on Displays Using Light Sensors on Mobile Devices

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  • Supriyo Chakraborty (IBM US)
  • Wentao Ouyang
  • Mani Srivastava (UCLA)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) collaborative
doc-3058 external conference Unsupervised Transformation Learning via Convex Relaxations

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  • Tatsunori Hashimoto (Stanford)
  • John Duchi (Stanford)
  • Percy Liang (Stanford)
Dec-2017 NIPS 2017 single institute
doc-4262 external conference ECF: An MPTCP Path Scheduler to Manage Heterogeneous Paths

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  • Yeon-Sup Lim (IBM US)
  • Erich Nahum (IBM US)
  • Don Towsley (UMass)
  • Richard J. Gibbens
Dec-2017 13th International Conference on emerging Networking EXperiments and Technologies international
doc-5018 external conference On the Improvement of Classifying EEG Recordings Using Neural Networks

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  • Yiran Zhao
  • Shuochao Yao
  • Shaohan Hu (IBM US)
  • Shiyu Chang (IBM US)
  • Raghu Ganti (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Shen Li (IBM US)
  • Tarek Abdelzaher
Dec-2017 IEEE Big Data 20187 collaborative
doc-1806 external conference A Framework for Modelling the Effect of Emotion on Uncritical Reasoning

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Variants: doc-1820,doc-1653
  • David Mott (IBM UK)
  • Troy Kelley (ARL)
  • Cheryl Giammanco (ARL)
  • Soheil Eshghi (Yale)
  • Yunfeng Zhang (IBM US)
Nov-2017 Knowledge Systems for Coalition Operations 2017 international with government
doc-1827 external conference Whom to Query? Spatially-Blind Participatory Crowdsensing under Budget Constraints

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  • Mai ElSherief
  • Morgan Vigil-Hayes
  • Ramya Raghavendra (IBM US)
  • Elizabeth Belding
Nov-2017 First ACM Workshop On Mobile Crowdsensing Systems And Applications collaborative
doc-1862 external conference Conversational Services for Multi-Agency Situational Understanding

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  • Alun Preece (Cardiff)
  • Dave Braines (IBM UK)
Nov-2017 AAAI Fall Symposium on Cognitive Assistance in Government and Public Sector Applications collaborative
doc-1869 external conference Computing Messages that Reveal Selected Inferences while Protecting Others

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  • Matthew Johnson
  • Liang Zhao
  • Supriyo Chakraborty (IBM US)
Nov-2017 2017 IEEE Information Theory Workshop collaborative
doc-1948 external conference Fuzzy Interest Forwarding

Best paper award

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  • Kevin Chan (ARL)
  • Bongjun Ko (IBM US)
  • Spyridon Mastorakis (UCLA)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Nov-2017 Asian Internet Engineering Conference (AINTEC 2017) collaborative with government
doc-1975 external conference Unicorn: Unified Resource Orchestration for Multi-Domain, Geo-Distributed Data Analytics

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Variants: doc-1395,doc-3592
  • Qiao Xiang (Yale)
  • X. Tony Wang (Yale)
  • Jingxuan Zhang
  • Harvey Newman
  • Richard Yang (Yale)
  • Y. Jace Liu
Nov-2017 Innovating the Network for Data Intensive Science collaborative
doc-2740 external conference Dynamic Patterns of Terrorist Networks: A Comparison of Common Structures in Terrorist Network Ties
Variants: doc-4709
  • Cassie McMillan (PSU)
  • Diane Felmlee (PSU)
  • Roger Whitaker (Cardiff)
  • Dinesh Verma (IBM US)
Nov-2017 Annual meeting of the American Society of Criminologists. November, 2017. Philadelphia, PA. international
doc-4265 journal On max-min fair allocation for multi-source transmission

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  • Geng Li (Yale)
  • Yichen Qian
  • Richard Yang (Yale)
Nov-2017 2017 IEEE Information Theory Workshop collaborative
doc-1817 external conference Learning Information Release Policies for Preventing Intersection Attacks
  • Saritha Arunkumar (IBM UK)
  • Mudhakar Srivatsa (IBM US)
  • Elisa Bertino (Purdue)
Oct-2017 IEEE Military Communications Conference (MILCOM) 2017 international
doc-1845 external conference Provenance-based Scientific Workflow Search
  • Amani Abu Jabal (Purdue)
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
Oct-2017 IEEE 13th International Conference on e-Science international
doc-1854 external conference Stability and fracture of social groups

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  • Soheil Eshghi (Yale)
  • Grace-Rose Williams (Dstl)
  • Gualtiero Colombo (Cardiff)
  • Liam Turner (Cardiff)
  • David Rand (Yale)
  • Roger Whitaker (Cardiff)
  • Leandros Tassiulas (Yale)
Oct-2017 55th Annual Allerton Conference on Communication, Control, and Computing (2017) international with government
doc-1880 invited talk Improving Traffic Prediction Using Weather Data

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  • Ramya Raghavendra (IBM US)
Oct-2017 Spark summit Europe, 2017 single institute
doc-2206 invited talk AI and ML in Complex Data Environments

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  • Supriyo Chakraborty (IBM US)
Oct-2017 IEEE Military Communications Conference (MILCOM) 2017 single institute
doc-1571 external conference A Deep Convolutional Network for Traffic Congestion Classification

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  • Chris Willis (BAE)
  • Dan Harborne (Cardiff)
  • Richard Tomsett (IBM UK)
  • Moustafa Alzantot (UCLA)
Sep-2017 NATO STO-IST-158/RSM-010 - Content Based Real-Time Analytics of Multi-Media Streams international
doc-1576 external conference Cognitively Mediated Research Discovery - A context-aware rich visualized knowledge graph co-created by humans and machines using a common language

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  • Geeth de Mel (IBM UK)
  • Dave Braines (IBM UK)
  • Anna Thomas (IBM UK)
  • Tien Pham (ARL)
  • Will Dron (BBN)
Sep-2017 Hybrid Human-Machine Computing (HHMC): From Human Computation to Social Computing and Beyond international with government
doc-1639 book chapter Improving Security in Coalition Tactical Environments using an SDN approach

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  • Vinod Mishra (ARL)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Sep-2017 GSSNOA 2016 : Guide to Security in SDN and NFV - Challenges, Opportunities, and Applications [link] international with government
doc-1644 demo Generative Policy Architecture for Access Control Use Case

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  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
  • Christian Makaya (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1649 demo Visualising the evolution of inter-group prejudice

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  • Roger Whitaker (Cardiff)
  • Liam Turner (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Rhodri Morris (Cardiff)
  • David Rand (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1651 demo Seeing ISIS: Visualizing Groups in the Coalition Context​

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  • Jared Somerville (Airbus)
  • Sebastian Stein (Southampton)
  • Grace-Rose Williams (Dstl)
  • Valerio Restocchi (Southampton)
  • Soheil Eshghi (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1653 demo Demonstrating a Framework for Modelling the Effect of Emotion on Uncritical Reasoning

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Variants: doc-1806
  • David Mott (IBM UK)
  • Graham White (IBM UK)
  • Cheryl Giammanco (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1655 demo Decentralized Workflows Using Vector Symbolic Architectures

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  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Swati Rallapalli (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1657 demo A Prototype Systems Architecture for Coalition Situational Understanding

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  • Dan Harborne (Cardiff)
  • Federico Cerutti (Cardiff)
  • Alun Preece (Cardiff)
  • Alistair Nottle (Airbus)
  • Santiago Quintana (Airbus)
  • Chris Willis (BAE)
  • Dave Braines (IBM UK)
  • Richard Tomsett (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Moustafa Alzantot (UCLA)
  • Mani Srivastava (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1659 internal conference A Cognitive Policy Framework for next-Generation Distributed Federated Systems

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Variants: doc-1224
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
  • Maroun Touma (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
  • Brian Rivera (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1661 internal conference Provenance-based Analytics Services for Access Control Policies

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Variants: doc-1234
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Seraphin Calo (IBM US)
  • Christian Makaya (IBM US)
  • Maroun Touma (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1665 internal conference Intra-Group Tension under Inter-group Conflict: A Generative Model using Group Social Norms and Identity

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Variants: doc-1286
  • Roger Whitaker (Cardiff)
  • Liam Turner (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Dinesh Verma (IBM US)
  • Diane Felmlee (PSU)
  • Gavin Pearson (Dstl)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1667 internal conference Semantic Workflow Encoding Using Vector Symbolic Architectures

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  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Swati Rallapalli (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1673 internal conference Human-in-the-Loop Situational Understanding via Subjective Bayesian Networks

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Variants: doc-1453
  • Dave Braines (IBM UK)
  • Anna Thomas (IBM UK)
  • Lance Kaplan (ARL)
  • Murat Sensoy
  • Magdalena Ivanovska
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1675 internal conference Deep Learning for Situational Understanding

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Variants: doc-1276
  • Supriyo Chakraborty (IBM US)
  • Alun Preece (Cardiff)
  • Moustafa Alzantot (UCLA)
  • Tianwei Xing (UCLA)
  • Dave Braines (IBM UK)
  • Mani Srivastava (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1677 internal conference Policy Analysis for Drone Systems: An Argumentation-based Approach

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Variants: doc-1085
  • Erisa Karafili (Imperial)
  • Emil Lupu (Imperial)
  • Saritha Arunkumar (IBM UK)
  • Elisa Bertino (Purdue)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1679 internal conference Framework for Behavioral Analytics in Generative Policy Management Systems

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Variants: doc-1024
  • Maroun Touma (IBM US)
  • Elisa Bertino (Purdue)
  • Brian Rivera (ARL)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 collaborative with government
doc-1681 internal conference Tractable Policy Management Framework for IoT

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Variants: doc-1110
  • Emre Goynugur
  • Geeth de Mel (IBM UK)
  • Murat Sensoy
  • Seraphin Calo (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1683 internal conference Next Generation Firewalls for Dynamic Coalitions

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Variants: doc-1403
  • Saritha Arunkumar (IBM UK)
  • Stephen Pipes (IBM UK)
  • Christian Makaya (IBM US)
  • Erisa Karafili (Imperial)
  • Elisa Bertino (Purdue)
  • Emil Lupu (Imperial)
  • Chris Willis (BAE)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1685 internal conference Decision-Making in Policy Governed Human-Autonomous Systems Teams

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Variants: doc-1415
  • Diane Felmlee (PSU)
  • Emil Lupu (Imperial)
  • Cassie McMillan (PSU)
  • Erisa Karafili (Imperial)
  • Elisa Bertino (Purdue)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1687 internal conference Mission Support for Drones: a Policy Based Approach

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Variants: doc-1218
  • Alan Cullen (BAE)
  • Bill Williams (BAE)
  • Elisa Bertino (Purdue)
  • Saritha Arunkumar (IBM UK)
  • Erisa Karafili (Imperial)
  • Emil Lupu (Imperial)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1689 internal conference Data Distribution and Scheduling for Distributed Analytics Tasks

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Variants: doc-1410
  • Stephen Pasteris (UCL)
  • Shiqiang Wang (IBM US)
  • Christian Makaya (IBM US)
  • Kevin Chan (ARL)
  • Mark Herbster (UCL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1691 internal conference Opportunities and Challenges for Named Data Networking to Increase the Agility of Military Coalitions

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Variants: doc-1409
  • Christopher Gibson (IBM UK)
  • Pablo Bermell-Garcia (Airbus)
  • Kevin Chan (ARL)
  • Bongjun Ko (IBM US)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1694 internal conference NAC: Name-Based Access Control in Named Data Networking

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Variants: doc-1822
  • Zhiyi Zhang (UCLA)
  • Yingdi Yu (UCLA)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 single institute
doc-1696 internal conference A Generative Model For Predicting Terrorist Incidents

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Variants: doc-1009
  • Dinesh Verma (IBM US)
  • Archit Verma
  • Diane Felmlee (PSU)
  • Gavin Pearson (Dstl)
  • Roger Whitaker (Cardiff)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1698 internal conference Identifying the Patterns of Terrorism in India: A Two Mode Social Network Approach

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Variants: doc-1340,doc-1252
  • Rithvik Yarlagadda (PSU)
  • Diane Felmlee (PSU)
  • Dinesh Verma (IBM US)
  • Scott Sigmund Gartner (PSU)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 collaborative
doc-1700 internal conference Heuristic Algorithms for Influence Maximization with Partial Information

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Variants: doc-1461
  • Soheil Eshghi (Yale)
  • Setareh Maghsudi (Yale)
  • Valerio Restocchi (Southampton)
  • Leandros Tassiulas (Yale)
  • Rachel Bellamy (IBM US)
  • Nick Jennings (Imperial)
  • Sebastian Stein (Southampton)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1702 internal conference A Conceptual Framework of Group Evolution: Considerations for Decision Makers and Analysts

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Variants: doc-1401
  • Grace-Rose Williams (Dstl)
  • Jared Somerville (Airbus)
  • Peter Johnson (Dstl)
  • Rachel Bellamy (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1704 internal conference Parameterising the Dynamics of Inter-Group Conflict from Real World Data

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Variants: doc-1419
  • Liam Turner (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Roger Whitaker (Cardiff)
  • Diane Felmlee (PSU)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1706 internal conference Cognitive Computing for Coalition Situational Understanding

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Variants: doc-1428
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
  • Dave Braines (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1708 internal conference Distributed Opportunistic Sensing and Fusion for Traffic Congestion Detection

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Variants: doc-1426
  • Alistair Nottle (Airbus)
  • Dan Harborne (Cardiff)
  • Dave Braines (IBM UK)
  • Moustafa Alzantot (UCLA)
  • Santiago Quintana (Airbus)
  • Richard Tomsett (IBM UK)
  • Lance Kaplan (ARL)
  • Mani Srivastava (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Alun Preece (Cardiff)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1710 internal conference Interpretability of Deep Learning Models: A Survey of Results

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Variants: doc-1399
  • Supriyo Chakraborty (IBM US)
  • Richard Tomsett (IBM UK)
  • Ramya Raghavendra (IBM US)
  • Dan Harborne (Cardiff)
  • Moustafa Alzantot (UCLA)
  • Federico Cerutti (Cardiff)
  • Mani Srivastava (UCLA)
  • Alun Preece (Cardiff)
  • Simon Julier (UCL)
  • Raghuveer Rao (ARL)
  • Troy Kelley (ARL)
  • Murat Sensoy
  • Chris Willis (BAE)
  • Prudhvi Gurram (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1712 internal conference SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation

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Variants: doc-922
  • Moustafa Alzantot (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 collaborative
doc-1714 internal conference RSTensorFlow: GPU Enabled TensorFlow for Deep Learning on Commodity Android Devices

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Variants: doc-1241
  • Moustafa Alzantot (UCLA)
  • Yingnan Wang (UCLA)
  • Zhengshuang Ren (UCLA)
  • Mani Srivastava (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 single institute
doc-1716 internal conference A Practical Application of Black Box Interpretability

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  • Byungwoo (Peter) Jang
  • Mingu (Jason) Jeong
  • Hevin Na
  • Conner Russell
  • Dave Braines (IBM UK)
  • Richard Tomsett (IBM UK)
  • Graham White (IBM UK)
  • Dan Harborne (Cardiff)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1718 internal conference Towards an Architecture for Policy Based Management of Software Defined Coalitions

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Variants: doc-1417
  • Chris Williams (Dstl)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Kin Leung (Imperial)
  • Chris Dearlove (BAE)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1720 internal conference Human-Agent Reasoning about Civil-Military Consideration Using Controlled Natural Language

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  • Cheryl Giammanco (ARL)
  • David Mott (IBM UK)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1726 internal conference Recognition of Traffic Congestion State using a Deep Convolutional Network

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  • Chris Willis (BAE)
  • Dan Harborne (Cardiff)
  • Richard Tomsett (IBM UK)
  • Moustafa Alzantot (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1728 internal conference Influence Maximisation on Networks Predicted by Generative Models

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  • Valerio Restocchi (Southampton)
  • Soheil Eshghi (Yale)
  • Setareh Maghsudi (Yale)
  • Leandros Tassiulas (Yale)
  • Sebastian Stein (Southampton)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1730 internal conference Robust Network Connectivity: a Percolation Study

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  • Arman Kabir (UMass)
  • Mihir Pant
  • Don Towsley (UMass)
  • Saikat Guha
  • Paul Yu (ARL)
  • Ananthram Swami (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 collaborative with government
doc-1733 internal conference Resilient, Coding-Based Data Forwarding for Software Defined Mobile Tactical Networks

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  • Qiao Xiang (Yale)
  • Geng Li (Yale)
  • Kin Leung (Imperial)
  • Richard Yang (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1735 internal conference A Self-organizing SDN Architecture for Mobile Tactical Edge Networks

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  • Geng Li (Yale)
  • Chris Dearlove (BAE)
  • Qiao Xiang (Yale)
  • Richard Yang (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1737 internal conference On Quantifying Performance Enhancement of Distributed SDN Architecture

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  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1739 internal conference Toward Interconnection Abstractions to Realize Efficient and Agile SDC Networking

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  • Richard Yang (Yale)
  • Franck Le (IBM US)
  • Christopher Leet (Yale)
  • Christian Makaya (IBM US)
  • Vinod Mishra (ARL)
  • Miguel Rio (UCL)
  • Jeremy Tucker (Dstl)
  • X. Tony Wang (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1741 internal conference Mathematical modeling framework for external group stability and fracture

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  • Soheil Eshghi (Yale)
  • Grace-Rose Williams (Dstl)
  • Gualtiero Colombo (Cardiff)
  • Liam Turner (Cardiff)
  • David Rand (Yale)
  • Roger Whitaker (Cardiff)
  • Leandros Tassiulas (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1743 internal conference Mitigating Adversarial Examples in Neural Networks

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  • Moustafa Alzantot (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 collaborative
doc-1820 internal conference A Framework for Modelling the Effect of Emotion on Uncritical Reasoning
Variants: doc-1806
  • David Mott (IBM UK)
  • Troy Kelley (ARL)
  • Cheryl Giammanco (ARL)
  • Soheil Eshghi (Yale)
  • Yunfeng Zhang (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-1822 external conference NAC: Name-Based Access Control in Named Data Networking
Variants: doc-1694
  • Zhiyi Zhang (UCLA)
  • Yingdi Yu (UCLA)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Sep-2017 ACM conference on Information-centric Networking 2017 single institute
doc-1847 invited talk Inference Privacy: A Paradigm for Protecting User Privacy Through Controlled Inferences

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  • Supriyo Chakraborty (IBM US)
Sep-2017 National Institute of Standards and Technology (NIST) single institute
doc-3197 internal conference Flexible SDN Control in Tactical Ad Hoc Networks

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Variants: doc-3055
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Erich Nahum (IBM US)
  • Miguel Rio (UCL)
  • Leandros Tassiulas (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-4703 internal conference Social Network Motifs: A Comparison of Social Groups

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  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Don Towsley (UMass)
  • Kun Tu (UMass)
  • Roger Whitaker (Cardiff)
  • Gavin Pearson (Dstl)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-4709 external conference Dynamic Patterns of Terrorist Networks: A Comparison of Common Structures in Terrorist Group Ties

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Variants: doc-2740
  • Cassie McMillan (PSU)
  • Diane Felmlee (PSU)
  • Roger Whitaker (Cardiff)
  • Dinesh Verma (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-4711 internal conference Energy Tradeoff among Communication, Computation and Caching with QoI-Guarantee in Wireless Sensor Networks

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Variants: doc-3582
  • Faheem Zafari (Imperial)
  • Jian Li (UMass)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-5846 internal conference Distributed Machine Learning at Resource-Limited Tactical Edge: Performance Bound and Control Algorithm

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  • Shiqiang Wang (IBM US)
  • Tiffany Tuor (Imperial)
  • Theodoros Salonidis (IBM US)
  • Kin Leung (Imperial)
  • Christian Makaya (IBM US)
  • Ting He (PSU)
  • Kevin Chan (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
doc-5847 internal conference It's Hard to be Social: Joint Service Placement and Request Scheduling for Social Edge Applications

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  • Ting He (PSU)
  • Hana Khamfroush (PSU)
  • Shiqiang Wang (IBM US)
  • Tom La Porta (PSU)
  • Sebastian Stein (Southampton)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-5860 internal conference Analytics Capacity: Theoretical Formulation and Scaling Laws

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  • Shiqiang Wang (IBM US)
  • Ting He (PSU)
  • Prithwish Basu (BBN)
  • Theodoros Salonidis (IBM US)
  • Kevin Chan (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 collaborative with government
doc-5861 demo istributed Machine Learning at Resource-Limited Tactical Edge: Demo

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  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Theodoros Salonidis (IBM US)
  • Christian Makaya (IBM US)
  • Bongjun Ko (IBM US)
  • Kin Leung (Imperial)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-5862 internal conference Data Transfer for Distributed Analytics with Latency Constraints

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  • Stephen Pasteris (UCL)
  • Shiqiang Wang (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-5863 internal conference Online Mechanism Design for Resource Allocation using Reinforcement Learning

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Variants: doc-5781
  • Mateusz Ochal (Southampton)
  • Matthew Cook (Southampton)
  • Valerio Restocchi (Southampton)
  • Hana Khamfroush (PSU)
  • Tom La Porta (PSU)
  • Sebastian Stein (Southampton)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
doc-1352 external conference Do Sticky Elites Produce Online Knowledge of Higher Quality?

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  • Sorin Adam Matei (Purdue)
  • Amani Abu Jabal (Purdue)
  • Elisa Bertino (Purdue)
Aug-2017 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining single institute
doc-1392 external conference Bringing SDN to the Mobile Edge

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  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Erich Nahum (IBM US)
  • Miguel Rio (UCL)
  • Leandros Tassiulas (Yale)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
doc-1393 external conference SFP: Toward a Scalable, Efficient, Stable Protocol for Federation of Software Defined Networks

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  • Franck Le (IBM US)
  • Christopher Leet (Yale)
  • Christian Makaya (IBM US)
  • Miguel Rio (UCL)
  • Xin Wang
  • Richard Yang (Yale)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
doc-1395 external conference Unicorn: Unified Resource Orchestration for Multi-Domain, Geo-Distributed Data Analytics

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Variants: doc-1975,doc-3592
  • Qiao Xiang (Yale)
  • Shenshen Chen
  • Kai Gao
  • Harvey Newman
  • Ian Taylor (Cardiff)
  • Jingxuan Zhang
  • Richard Yang (Yale)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
doc-1397 external conference Generative Policy model for Autonomic Management

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  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Elisa Bertino (Purdue)
  • Chris Williams (Dstl)
  • Jeremy Tucker (Dstl)
  • Brian Rivera (ARL)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
doc-1399 external conference Interpretability of Deep Learning Models: A Survey of Results

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Variants: doc-1710
  • Supriyo Chakraborty (IBM US)
  • Richard Tomsett (IBM UK)
  • Ramya Raghavendra (IBM US)
  • Dan Harborne (Cardiff)
  • Moustafa Alzantot (UCLA)
  • Federico Cerutti (Cardiff)
  • Mani Srivastava (UCLA)
  • Alun Preece (Cardiff)
  • Simon Julier (UCL)
  • Raghuveer Rao (ARL)
  • Troy Kelley (ARL)
  • Murat Sensoy
  • Chris Willis (BAE)
  • Prudhvi Gurram (ARL)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
doc-1401 external conference A Conceptual Framework of Group Evolution: Considerations for Decision Makers and Analysts

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Variants: doc-1702
  • Grace-Rose Williams (Dstl)
  • Jared Somerville (Airbus)
  • Peter Johnson (Dstl)
  • Rachel Bellamy (IBM US)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
doc-1403 external conference Next Generation Firewalls for Dynamic Coalitions

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Variants: doc-1683
  • Saritha Arunkumar (IBM UK)
  • Stephen Pipes (IBM UK)
  • Christian Makaya (IBM US)
  • Elisa Bertino (Purdue)
  • Erisa Karafili (Imperial)
  • Emil Lupu (Imperial)
  • Chris Williams (Dstl)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
doc-1405 external conference Argumentation-based Policy Analysis for Drone Systems

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  • Erisa Karafili (Imperial)
  • Emil Lupu (Imperial)
  • Saritha Arunkumar (IBM UK)
  • Elisa Bertino (Purdue)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
doc-1407 external conference Verification Techniques for Policy based Systems

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  • Erisa Karafili (Imperial)
  • Stephen Pipes (IBM UK)
  • Emil Lupu (Imperial)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations collaborative
doc-1409 external conference Opportunities and Challenges for Named Data Networking to Increase the Agility of Military Coalitions

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Variants: doc-1691
  • Christopher Gibson (IBM UK)
  • Pablo Bermell-Garcia (Airbus)
  • Kevin Chan (ARL)
  • Bongjun Ko (IBM US)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
doc-1410 external conference Data Distribution and Scheduling for Distributed Analytics Tasks

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Variants: doc-1689
  • Stephen Pasteris (UCL)
  • Shiqiang Wang (IBM US)
  • Christian Makaya (IBM US)
  • Kevin Chan (ARL)
  • Mark Herbster (UCL)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
doc-1411 external conference Physics-inspired Models for Agile Code and Data in Federated Edges

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  • Bongjun Ko (IBM US)
  • Brent Kraczek (ARL)
  • Theodoros Salonidis (IBM US)
  • Prithwish Basu (BBN)
  • Kevin Chan (ARL)
  • Tom La Porta (PSU)
  • Andreas Martens (IBM UK)
  • James Lambert (Dstl)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
doc-1415 external conference Decision-Making in Policy Governed Human-Autonomous Systems Teams

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Variants: doc-1685
  • Diane Felmlee (PSU)
  • Emil Lupu (Imperial)
  • Cassie McMillan (PSU)
  • Erisa Karafili (Imperial)
  • Elisa Bertino (Purdue)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
doc-1417 external conference Towards an Architecture for Policy-Based Management of Software Defined Coalitions

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Variants: doc-1718
  • Chris Williams (Dstl)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Kin Leung (Imperial)
  • Chris Dearlove (BAE)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
doc-1419 external conference Parameterising the Dynamics of Inter-Group Conflict from Real World Data

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Variants: doc-1704
  • Liam Turner (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Roger Whitaker (Cardiff)
  • Diane Felmlee (PSU)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
doc-1420 external conference Influence Maximisation beyond Organisational Boundaries

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  • Sebastian Stein (Southampton)
  • Soheil Eshghi (Yale)
  • Setareh Maghsudi (Yale)
  • Leandros Tassiulas (Yale)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
doc-1422 external conference Mathematical models for social group behavior

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  • Soheil Eshghi (Yale)
  • Grace-Rose Williams (Dstl)
  • Gualtiero Colombo (Cardiff)
  • Liam Turner (Cardiff)
  • David Rand (Yale)
  • Roger Whitaker (Cardiff)
  • Leandros Tassiulas (Yale)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
doc-1424 external conference Decentralized Microservice Workflows for Coalition Environments

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  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Swati Rallapalli (IBM US)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
doc-1426 external conference Distributed Opportunistic Sensing and Fusion for Traffic Congestion Detection

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Variants: doc-1708
  • Alistair Nottle (Airbus)
  • Dan Harborne (Cardiff)
  • Dave Braines (IBM UK)
  • Moustafa Alzantot (UCLA)
  • Santiago Quintana (Airbus)
  • Richard Tomsett (IBM UK)
  • Lance Kaplan (ARL)
  • Mani Srivastava (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Alun Preece (Cardiff)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
doc-1428 external conference Cognitive Computing for Coalition Situational Understanding

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Variants: doc-1706
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
  • Dave Braines (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
doc-1453 external conference Human-in-the-Loop Situational Understanding via Subjective Bayesian Networks

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Variants: doc-1673
  • Dave Braines (IBM UK)
  • Anna Thomas (IBM UK)
  • Lance Kaplan (ARL)
  • Murat Sensoy
  • Magdalena Ivanovska
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Aug-2017 Fifth International Workshop on Graph Structures for Knowledge Representation and Reasoning international with government
doc-1461 external conference Heuristic Algorithms for Influence Maximization in Partially Observable Social Networks

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Variants: doc-1700
  • Sebastian Stein (Southampton)
  • Soheil Eshghi (Yale)
  • Setareh Maghsudi (Yale)
  • Leandros Tassiulas (Yale)
  • Rachel Bellamy (IBM US)
  • Nick Jennings (Imperial)
Aug-2017 3rd International Workshop on Social Influence Analysis international
doc-1642 invited talk Simple Human Experiments Regarding Locally Observed Collective Knowledge (SHERLOCK)

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  • Alun Preece (Cardiff)
Aug-2017 Invited talk at IBM Almaden single institute
doc-1947 journal Live Service Migration in Mobile Edge Clouds

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  • Andrew Machen (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Bongjun Ko (IBM US)
  • Theodoros Salonidis (IBM US)
Aug-2017 IEEE Communications Magazine 2017 [link] international
doc-2209 book chapter Subjective Bayesian Networks and Human-in-the-Loop Situational Understanding

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Variants: doc-5788
  • Dave Braines (IBM UK)
  • Anna Thomas (IBM UK)
  • Lance Kaplan (ARL)
  • Murat Sensoy
  • Jon Bakdash (ARL)
  • Magdalena Ivanovska
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Aug-2017 Fifth International Workshop on Graph Structures for Knowledge Representation and Reasoning [link] international with government
doc-1276 external conference Deep Learning for Situational Understanding

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Variants: doc-1675
  • Supriyo Chakraborty (IBM US)
  • Alun Preece (Cardiff)
  • Moustafa Alzantot (UCLA)
  • Tianwei Xing (UCLA)
  • Dave Braines (IBM UK)
  • Mani Srivastava (UCLA)
Jul-2017 20th International Conference on Information Fusion international
doc-1286 external conference Intra-Group Tension under Inter-group Conflict: A Generative Model using Group Social Norms and Identity

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Variants: doc-1665
  • Roger Whitaker (Cardiff)
  • Liam Turner (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Dinesh Verma (IBM US)
  • Diane Felmlee (PSU)
  • Gavin Pearson (Dstl)
Jul-2017 8th International Conference on Applied Human Factors and Ergonomics international with government
doc-1298 journal On the Evolution of ndnSIM: an Open-Source Simulator for NDN Experimentation

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  • Spyridon Mastorakis (UCLA)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Jul-2017 ACM Computer Communication Review, July 2017 [link] single institute
doc-1315 external conference Hold'em Caching: Proactive Retention-Aware Caching with Multi-path Routing for Wireless Edge Networks

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  • Samta Shukla
  • Onkar Bhardwaj (IBM US)
  • Alhussein Abouzeid
  • Theodoros Salonidis (IBM US)
  • Ting He (PSU)
Jul-2017 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017 collaborative
doc-1340 external conference Identifying the Patterns of Terrorism in India: A Two Mode Social Network Approach

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Variants: doc-1698,doc-1252
  • Rithvik Yarlagadda (PSU)
  • Diane Felmlee (PSU)
  • Dinesh Verma (IBM US)
Jul-2017 2017 International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation collaborative
doc-1218 external conference Mission Support for Drones: A Policy Based Approach

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Variants: doc-1687
  • Alan Cullen (BAE)
  • Bill Williams (BAE)
  • Elisa Bertino (Purdue)
  • Saritha Arunkumar (IBM UK)
  • Erisa Karafili (Imperial)
  • Emil Lupu (Imperial)
Jun-2017 3rd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications international
doc-1224 external conference A Cognitive Policy Framework for Next-Generation Distributed Federated Systems - Concepts and Research Directions

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Variants: doc-1659
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
  • Maroun Touma (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
  • Brian Rivera (ARL)
Jun-2017 International conference on Distributed Computing Systems, 2017 international with government
doc-1229 external conference NOVA: Towards On-Demand Equivalent Network View Abstraction for Network Optimization

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  • Kai Gao
  • Qiao Xiang (Yale)
  • Xin Wang
  • Richard Yang (Yale)
  • Jun Bi
Jun-2017 International Symposium on Quality of Service, 2017 collaborative
doc-1234 external conference Provenance-based Analytics Services for Access Control Policies

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Variants: doc-1661
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Seraphin Calo (IBM US)
  • Christian Makaya (IBM US)
  • Maroun Touma (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Jun-2017 13th IEEE World Congress on Services international with government
doc-1241 external conference RSTensorFlow: GPU Enabled TensorFlow for Deep Learning on Commodity Android Devices

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Variants: doc-1714
  • Moustafa Alzantot (UCLA)
  • Yingnan Wang (UCLA)
  • Zhengshuang Ren (UCLA)
  • Mani Srivastava (UCLA)
Jun-2017 ACM 1st International Workshop on Embedded and Mobile Deep Learning single institute
doc-1247 journal SHERLOCK: Experimental evaluation of a conversational agent for mobile information tasks

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  • Alun Preece (Cardiff)
  • Will Webberley (Cardiff)
  • Dave Braines (IBM UK)
  • Erin Zaroukian (ARL)
  • Jon Bakdash (ARL)
Jun-2017 IEEE Transactions on Human-Machine Systems, 47(6), 1017-1028 [link] international with government
doc-1266 external conference LRU Cache under Stationary Requests

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  • Bo Jiang (UMass)
  • Philippe Nain
  • Don Towsley (UMass)
Jun-2017 2017 Workshop on MAthematical performance Modeling and Analysis collaborative
doc-1270 external conference Hit Rate vs. Hit Probability Based Cache Utility Maximization

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  • Nitish Panigrahy (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
Jun-2017 2017 Workshop on MAthematical performance Modeling and Analysis single institute
doc-1324 external conference SOM-TC: Self-Organizing Map for Hierarchical Trajectory Clustering

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  • Pranita Dewan (IBM US)
  • Raghu Ganti (IBM US)
  • Mudhakar Srivatsa (IBM US)
Jun-2017 International conference on Distributed Computing Systems, 2017 single institute
doc-1326 external conference Falling Behind: Dynamic Models of the Costs of High School Transitions for Social Networks and GPA

Best poster award

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  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Paulina Rodis (PSU)
  • Wayne Osgood (PSU)
Jun-2017 Population Association of America, Annual Meeting, 2017 single institute
doc-1363 external conference Dynamic Policies for Cooperative Networked Systems

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  • George Iosifidis
  • Leandros Tassiulas (Yale)
Jun-2017 12th Workshop on the Economics of Networks, Systems and Computation collaborative
doc-4266 external conference Distributed Intelligence: Trends in the Management of Complex Systems

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  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
Jun-2017 ACM Symposium on Access Control Models and Technologies (SACMAT) 2017 collaborative
doc-4504 tech report On Pairwise Clustering with Side Information

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  • Stephen Pasteris (UCL)
  • Fabio Vitale
  • Claudio Gentile
  • Mark Herbster (UCL)
Jun-2017 collaborative
doc-5032 external conference Online Learning-Assisted VNF Service Chain Scaling with Network Uncertainties

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  • Xiaoke Wang
  • Chuan Wu
  • Franck Le (IBM US)
  • Francis Lau
Jun-2017 IEEE Conference on Cloud Computing 2017 collaborative
doc-1085 external conference Policy Conflict Resolution in IoT via Planning

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Variants: doc-1677
  • Emre Goynugur
  • Sara Bernardini
  • Geeth de Mel (IBM UK)
  • Kartik Talamadupula (IBM US)
  • Murat Sensoy
May-2017 30th Canadian Conference on Artificial Intelligence international
doc-998 external conference Comparing Software Defined Architectures for Coalition Operations

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  • Vinod Mishra (ARL)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
  • Kelvin Marcus (ARL)
May-2017 International Conference on Military Communications and Information Systems 2017 international with government
doc-1009 external conference A Generative Model For Predicting Terrorist Incidents

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Variants: doc-1696
  • Dinesh Verma (IBM US)
  • Archit Verma
  • Diane Felmlee (PSU)
  • Gavin Pearson (Dstl)
  • Roger Whitaker (Cardiff)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international with government
doc-1017 external conference A blockchain based architecture for asset management in coalition operations

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  • Dinesh Verma (IBM US)
  • Nirmit Desai (IBM US)
  • Alun Preece (Cardiff)
  • Ian Taylor (Cardiff)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international
doc-1019 external conference Dynamic Network based Learning Systems for Sensor Information Fusion

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  • Dinesh Verma (IBM US)
  • Simon Julier (UCL)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international
doc-1021 external conference From Evolution to Revolution: Understanding Mutability in Large and Disruptive Human Groups

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  • Roger Whitaker (Cardiff)
  • Diane Felmlee (PSU)
  • Dinesh Verma (IBM US)
  • Alun Preece (Cardiff)
  • Grace-Rose Williams (Dstl)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international with government
doc-1023 external conference Coalitions of Things: Supporting ISR Tasks via Internet of Things Approaches

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  • Alun Preece (Cardiff)
  • Ian Taylor (Cardiff)
  • Andy Dawson (Cardiff)
  • Dave Braines (IBM UK)
  • Nick O'Leary (IBM UK)
  • Anna Thomas (IBM UK)
  • Richard Tomsett (IBM UK)
  • Tom La Porta (PSU)
  • Jon Bakdash (ARL)
  • Erin Zaroukian (ARL)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international with government
doc-1024 external conference Framework for behavioral analytics in anomaly identification

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Variants: doc-1679
  • Maroun Touma (IBM US)
  • Elisa Bertino (Purdue)
  • Brian Rivera (ARL)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 collaborative with government
doc-1026 external conference Using machine learning to emulate human hearing for predictive maintenance of equipment

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  • Dinesh Verma (IBM US)
  • Graham Bent (IBM UK)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international
doc-1031 external conference Audio Analysis as a Control Knob for Social Sensing

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  • Dinesh Verma (IBM US)
  • Bongjun Ko (IBM US)
  • Shiqiang Wang (IBM US)
  • Xiping Wang (IBM US)
  • Graham Bent (IBM UK)
Apr-2017 International Workshop on Social Sensing 2017 international
doc-1083 external conference Instinctive analytics for coalition operations

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  • Chris Simpkin (Cardiff)
  • Geeth de Mel (IBM UK)
  • Graham Bent (IBM UK)
  • Hana Khamfroush (PSU)
  • Ian Taylor (Cardiff)
  • Jorge Ortiz (IBM US)
  • Sebastian Stein (Southampton)
  • Swati Rallapalli (IBM US)
  • Ting He (PSU)
  • Tom La Porta (PSU)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international
doc-1108 external conference Dynamic and adaptive policy models for coalition operations

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  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Elisa Bertino (Purdue)
  • Chris Williams (Dstl)
  • Jeremy Tucker (Dstl)
  • Brian Rivera (ARL)
  • Geeth de Mel (IBM UK)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international with government
doc-1110 external conference Tractable Policy Management Framework for Cognitive IoT

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Variants: doc-1681
  • Emre Goynugur
  • Geeth de Mel (IBM UK)
  • Murat Sensoy
  • Seraphin Calo (IBM US)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international
doc-1243 external conference Smart coalition systems: a deep machine learning approach

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  • Graham Bent (IBM UK)
  • Flavio Bergamaschi (IBM UK)
  • Richard Tomsett (IBM UK)
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Swati Rallapalli (IBM US)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international
doc-999 external conference Invocation Oriented Architecture for Agile Code and Agile Data

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  • Dinesh Verma (IBM US)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
  • Athanasios Gkelias (Imperial)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international with government
doc-1252 poster Identifying the Patterns of Terrorism in India: A Two Mode Social Network Approach

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Variants: doc-1698,doc-1340
  • Rithvik Yarlagadda (PSU)
  • Diane Felmlee (PSU)
  • Dinesh Verma (IBM US)
  • Scott Sigmund Gartner (PSU)
Mar-2017 Penn State Graduate Exhibition, 2017 collaborative
doc-1294 external conference Automation Bias with a Conversational Interface: User confirmation of misparsed information

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  • Erin Zaroukian (ARL)
  • Jon Bakdash (ARL)
  • Alun Preece (Cardiff)
  • Will Webberley (Cardiff)
Mar-2017 IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2017 international with government
doc-912 external conference Non-negative matrix factorization of signals with overlapping events for event detection applications

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  • Shiqiang Wang (IBM US)
  • Jorge Ortiz (IBM US)
Mar-2017 The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing single institute
doc-922 external conference SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation

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Variants: doc-1712
  • Moustafa Alzantot (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Mar-2017 1st International Workshop on Behavioral Implications of Contextual Analytics collaborative
doc-1103 external conference A Knowledge Driven Policy Framework for Internet of Things

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  • Emre Goynugur
  • Murat Sensoy
  • Geeth de Mel (IBM UK)
  • Kartik Talamadupula (IBM US)
  • Seraphin Calo (IBM US)
Feb-2017 9th International Conference on Agents and Artificial Intelligence international
doc-915 external conference Conversational Homes

Best paper award

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Variants: doc-1963
  • Nick O'Leary (IBM UK)
  • Dave Braines (IBM UK)
  • Alun Preece (Cardiff)
  • Will Webberley (Cardiff)
Feb-2017 The Ninth International Conference on Advanced Cognitive Technologies and Applications collaborative
doc-919 external conference Towards A Distributed Federated Brain Architecture using Cognitive IoT Devices

Best paper award

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  • Dinesh Verma (IBM US)
  • Graham Bent (IBM UK)
  • Ian Taylor (Cardiff)
Feb-2017 The Ninth International Conference on Advanced Cognitive Technologies and Applications international
doc-920 journal Online Placement of Multi-Component Applications in Edge Computing Environments

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  • Shiqiang Wang (IBM US)
  • Murtaza Zafer (IBM US)
  • Kin Leung (Imperial)
Feb-2017 IEEE Access, 5, 2514-2533. [link] international
doc-934 invited talk Agile Knowledge Representation to support Open Source Intelligence

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  • Dave Braines (IBM UK)
Feb-2017 Multimedia Information and the Developing Open Source Information Landscape single institute
doc-1963 journal Conversational Homes: A Uniform Natural Language Approach for Collaboration Among Humans and Devices

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Variants: doc-915
  • Dave Braines (IBM UK)
  • Nick O'Leary (IBM UK)
  • Anna Thomas (IBM UK)
  • Dan Harborne (Cardiff)
  • Alun Preece (Cardiff)
  • Will Webberley (Cardiff)
Jan-2017 IARIA - International Journal on Advances in Intelligent Systems [link] collaborative
doc-941 external conference Mistake Bounds for Binary Matrix Completion

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  • Mark Herbster (UCL)
  • Stephen Pasteris (UCL)
  • Massimiliano Pontil (UCL)
Dec-2016 The Thirtieth Annual Conference on Neural Information Processing Systems single institute
doc-1051 external conference ORSAP: Abstracting Routing State on Demand

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  • Kai Gao
  • Chen Gu
  • Qiao Xiang (Yale)
  • Xin Wang
  • Richard Yang (Yale)
  • Jun Bi
Nov-2016 IEEE International Conference on Network Protocols 2016 collaborative
doc-52 external conference Leveraging SDN for Cyber Situational Awareness in Coalition Tactical Networks

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  • Vinod Mishra (ARL)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Oct-2016 NATO STO-MP-IST 148 - Cyber Defence Situation Awareness [link] international with government
doc-926 invited talk US UK Collaborative Research in Coalition Operations : Current Results and Future Explorations

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  • Dinesh Verma (IBM US)
  • Greg Cirincione (ARL)
Oct-2016 The 18th Technology for Information, Decision and Execution Superiority (TIDE) Sprint collaborative with government
doc-1037 external conference Magellan: Generating Multi-Table Datapath from Datapath Oblivious Algorithmic SDN Policies

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  • Andreas Voellmy (Yale)
  • Shenshen Chen
  • Xin Wang
  • Richard Yang (Yale)
Aug-2016 Annual Conference of the Special Interest Group on Data Communication 2016 collaborative