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 and statistics about all of our publications can be found here.
The remainder of this page lists all of the publications from the DAIS ITA program.
| title | type | authors | date | venue | collaboration |
| Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization | external conference |
|
May-2022 | IEEE International Conference on Computer Communications (INFOCOM), May 2022 | collaborative with government |
| Trustable service discovery for highly dynamic decentralized workflows | journal |
|
Apr-2022 | Future Generation Computer Systems. 2022 Apr 9. | international |
| KerGNNs: Interpretable Graph Neural Networks with Graph Kernels | external conference |
|
Mar-2022 | AAAI Conference on Artificial Intelligence (2022) | collaborative |
| Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD | external conference |
|
Mar-2022 | AAAI Conference on Artificial Intelligence (2022) | single institute |
| Noise Resilient Leaky Integrate-and-re Neuron Based on Multi-domain Spintronic Devices | technical report |
|
Feb-2022 | n/a | single institute |
| Handling epistemic and aleatory uncertainties in probabilistic circuits | journal |
|
Jan-2022 | Machine Learning. 2022 Jan 10:1-43 | international with government |
| TOFU: Towards Obfuscated Federated Updates by Encoding Weight Updates into Gradients from Proxy Data | technical report |
|
Jan-2022 | n/a | single institute |
| Understanding the characteristics of COVID-19 misinformation communities through graphlet analysis | journal |
|
Jan-2022 | Online Social Networks and Media, 27, p.100178 | international |
| A Gang of Adversarial Bandits | external conference |
|
Dec-2021 | Advances in Neural Information Processing Systems 34 (2021) | single institute |
| Addressing the Limitations of AI/ML in creating Cognitive Solutions | external conference |
|
Dec-2021 | 2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI), pp. 189-196. IEEE, 2021 | single institute |
| Competitive Algorithms for Online Multidimensional Knapsack Problems | journal |
|
Dec-2021 | Proceedings of the ACM on Measurement and Analysis of Computing Systems 5, no. 3 (2021): 1-30. | single institute |
| Cooperative stochastic bandits with asynchronous agents and constrained feedback | external conference |
|
Dec-2021 | Advances in Neural Information Processing Systems 34 (2021) | collaborative |
| Learning from optimal caching for content delivery | external conference |
|
Dec-2021 | CoNEXT '21: Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies | single institute |
| On Exploring Attention-based Explanation for Transformer Models in Text Classification | external conference |
|
Dec-2021 | 2021 IEEE International Conference on Big Data (Big Data) (pp. 1193-1203). IEEE. | single institutec |
| Supporting Agile User Fusion Analytics through Human-Agent Knowledge Fusion | external conference |
|
Nov-2021 | 24th International Conference on Information Fusion (FUSION'21) [link] | international |
| Jointly-Learned State-Action Embedding for Efficient Reinforcement Learning | external conference |
|
Nov-2021 | 30th ACM International Conference on Information and Knowledge Management [link] | international |
| Federated AI for Real-World Business Scenarios | book |
|
Oct-2021 | Taylor and Francis group, 2021 [link] | single institute |
| Coalition Situational Understanding Via Adaptive, Trusted and Resilient Distributed Artificial Intelligence Analytics | external conference |
|
Oct-2021 | NATO STO MP-IST-190 | international with government |
| DCT-SNN: Using DCT to Distribute Spatial Information over Time for Low-Latency Spiking Neural Networks | external conference |
|
Oct-2021 | Proceedings of the IEEE/CVF International Conference on Computer Vision (pp. 4671-4680). | single institute |
| EDIR: Efficient Distributed Image Retrieval of Novel Objects in Mobile Networks | external conference |
|
Oct-2021 | 2021 IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems (MASS) (pp. 392-400). IEEE | collaborative with government |
| Modeling and Optimization in Software-Defined Networks | book |
|
Oct-2021 | Software-Defined Networks. Synthesis Lectures on Learning, Networks, and Algorithms. 2021 Oct 1;2(2):1-74. | single institute |
| Online Resource Allocation in Edge Computing Using Distributed Bidding Approaches | external conference |
|
Oct-2021 | 2021 IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems (MASS) | international |
| Using DeepProbLog to perform Complex Event Processing on an Audio Stream | external conference |
|
Oct-2021 | 1st International Joint Conference on Learning & Reasoning, 2021 | international with government |
| Did Karadzic Possess the Mens Rea for Genocide in Srebrenica? | externla conference |
|
Nov-2021 | Proceedings of the 5th Workshop on Advances in Argumentation in Artificial Intelligence 2021 | single institute |
| Generalizable and Interpretable Deep Learning for Network Congestion Prediction | external conference |
|
Nov-2021 | 2021 IEEE 29th International Conference on Network Protocols (ICNP) | collaborative |
| Resource Management in Software Defined Coalitions (SDC) through Slicing | external conference |
|
Nov-2021 | MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM), 2021, pp. 237-242 | international with government |
| Robust Solutions to Constrained Optimization Problems by LSTM Networks | external conference |
|
Nov-2021 | MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM), 2021, pp. 503-508 | international with government |
| Semantically-guided acquisition of trustworthy data for information fusion | external conference |
|
Nov-2021 | 2021 IEEE 24th International Conference on Information Fusion (FUSION), 2021, pp. 1-8 | international with government |
| SPACE: Structured Compression and Sharing of Representational Space for Continual Learning | journal |
|
Nov-2021 | IEEE Access, vol. 9, pp. 150480-150494, 2021 | single institute |
| VidQ: Video Query Using Optimized Audio-Visual Processing | external conference |
|
Nov-2021 | Proceedings of the 17th ACM Symposium on QoS and Security for Wireless and Mobile Networks 2021 Nov 22 (pp. 51-60). | single institute |
| Implicit adversarial data augmentation and robustness with Noise-based Learning | journal |
|
Sep-2021 | Neural Networks, Volume 141, September 2021, Pages 120-132 [link] | collaborative |
| Augmenting saliency maps with uncertainty Variants: doc-7101 |
tech report |
|
Sep-2021 | Technical report | collaborative |
| NSL: Hybrid Interpretable Learning From Noisy Raw Data | tech report |
|
Sep-2021 | Technical report | international with government |
| Learning Technique to Solve Non-Markovian Decision Process for Networked Resource Allocation | tech report |
|
Sep-2021 | Technical report | international with government |
|
Modeling spread of curse words on a social network Variants: doc-6097 |
tech report |
|
Sep-2021 | Technical report | international with government |
| Reciprocity, transitivity, and skew: Comparing local structure in 40 positive and negative social networks | tech report |
|
Sep-2021 | Technical report | international |
| A Comparison of Local Structure in Positive and Negative Social Networks | tech report |
|
Sep-2021 | Technical report | international with government |
| Identifying Social Network Patterns with Exponential Random Graph Models | tech report |
|
Sep-2021 | Technical report | international with government |
| Dyads, triads, and tetrads: a multivariate simulation approach to uncovering network motifs in social graphs | journal |
|
Aug-2021 | Applied Network Science volume 6, Article number: 63 (2021) [link] | international |
| Toward Stable Interdomain Network-Application Integration | external conference |
|
Aug-2021 | NAI'21: Proceedings of the ACM SIGCOMM 2021 Workshop on Network-Application Integration | collaborative |
| More Is Not Always Better: An Analytical Study of Controller Synchronizations in Distributed SDN | journal |
|
Aug-2021 | IEEE/ACM Transactions on Networking ( Volume: 29, Issue: 4, Aug. 2021) [link] | international |
| UNIFUZZ: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers | external conference |
|
Aug-2021 | Proceedings of the 30th USENIX Security Symposium (USENIX Security 2021) [link] | collaborative |
| Machine Learning/Artificial Intelligence for Sensor Data Fusion–Opportunities and Challenges | journal |
|
Jul-2021 | IEEE Aerospace and Electronic Systems Magazine ( Volume: 36, Issue: 7, July 1 2021) [link] | international with government |
| FF-NSL: Feed-Forward Neural-Symbolic Learner | technical report |
|
Jul-2021 | n/a | collaborative |
| The Coevolution of Social Networks and Cognitive Dissonance | journal |
|
Jul-2021 | IEEE Transactions on Computational Social Systems ( Early Access ) [link] | international with government |
|
A Security-Constrained Reinforcement Learning Framework for Software Defined Networks Variants: doc-6090 |
external conference |
|
Jun-2021 | ICC 2021 - IEEE International Conference on Communications [link] | collaborative |
| Data Reduction for Communication-Efficient Machine Learning | book |
|
Jan-2021 | PhD thesis | single institute |
| Energy-efficient resource management for federated edge learning with CPU-GPU heterogeneous computing | journal |
|
Jun-2021 | IEEE Transactions on Wireless Communications, 20(12), pp.7947-7962 | single institute |
| Gradient-Based Interpretability Methods and Binarized Neural Networks | external conference |
|
Jun-2021 | Proceedings of the ICML 2021 Workshop on Theoretic Foundation, Criticism & Application Trend of Explainable AI | single institute |
| Explainable AI at the Edge: Perspectives & Requirements | invited talk |
|
Jun-2021 | 13th International Workshop on Science Gateways [link] | single institute |
| Multi-Scale User Migration on Reddit | external conference |
|
Jun-2021 | Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media [link] | international |
| Shadowing and shielding: Effective heuristics for continuous influence maximisation in the voting dynamics | journal |
|
Jun-2021 | PLoS ONE 16(6): e0252515 [link] | single institute |
| The evolution of strongly-held group identities through agent-based cooperation | journal |
|
Jun-2021 | Scientific Reports volume 11, Article number: 12071 (2021) [link] | international |
| DeepSQA: Understanding Sensor Data via Question Answering | external conference |
|
May-2021 | IoTDI '21: Proceedings of the International Conference on Internet-of-Things Design and Implementation [link] | international with government |
| Providing Assurance and Scrutability on Shared Data and Machine Learning Models with Verifiable Credentials | technical report |
|
May-2021 | n/a | single institute |
| Reasoning about social preferences with uncertain beliefs | external conference |
|
May-2021 | Proceedings of the 43rd Annual Conference of the Cognitive Science Society. | single institute |
| Self-Aware Effective Identification and Response to Viral Cyber Threats | external conference |
|
May-2021 | 13th International Conference on Cyber Conflict (CyCon) [link] | international with government |
| NeuralFP: Out-of-distribution Detection using Fingerprints of Neural Networks | external conference |
|
May-2021 | 2020 25th International Conference on Pattern Recognition (ICPR) [link] | single institute |
| Augmenting saliency maps with uncertainty Variants: doc-7001 |
external conference |
|
Apr-2021 | Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] | international with government |
| Coalition situational understanding via explainable neuro-symbolic reasoning and learning | external conference |
|
Apr-2021 | Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] | international with government |
| Embedding dynamic knowledge graphs based on observational ontologies in semantic vector spaces | external conference |
|
Apr-2021 | Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] | international with government |
| From social networks to negative ties: refining analysis for conflict and adversarial interaction | external conference |
|
Apr-2021 | Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] | international with government |
| One-dimensional service networks and batch service queues | journal |
|
Apr-2021 | Queueing Systems volume 98, pages181–207 (2021) [link] | collaborative |
| Optimizing the efficiency of collective decision making in groups Variants: doc-6075 |
external conference |
|
Apr-2021 | Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] | international with government |
| Reinforcement and transfer learning for distributed analytics in fragmented software defined coalitions | external conference |
|
Apr-2021 | Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] | international with government |
| Robust uncertainty representation in human-AI collaboration | external conference |
|
Apr-2021 | Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] | single institute with government |
| Technical Barriers to the Adoption of Post-hoc Explanation Methods for Black Box AI models | external conference |
|
Apr-2021 | AISB 2021 Symposium, Overcoming Opacity in Machine Learning [link] | collaborative |
| Learning-aided SDC control in mobile ad hoc networks | external conference |
|
Apr-2021 | Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] | international with government |
| Energy efficient 'in memory' computing to enable decentralised service workflow composition in support of multi-domain operations | external conference |
|
Apr-2021 | Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] | international |
| 3D simulation and scenario for AI research in multi-domain and coalition operations | external conference |
|
Apr-2021 | Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] | international with government |
| A New Upper Bound on Cache Hit Probability for Non-anticipative Caching Policies | journal |
|
Mar-2021 | ACM Sigmetrics [link] | collaborative |
| Explainable to whom? Why audience matters when building AI systems that can explain themselves | invited talk |
|
Mar-2021 | Wales Institute of Social and Economic Research and Data, and Department for Work and Pensions Areas of Research Interest (ARI) Workshop [link] | single institute |
| To Collaborate or Not in Distributed Statistical Estimation with Resource Constraints? | external conference |
|
Mar-2021 | 55th Annual Conference on Information Sciences and Systems (CISS) [link] | collaborative |
| On the Analysis of Spatially Constrained Power of Two Choice Policies | journal |
|
Mar-2021 | ACM SIGMETRICS Performance Evaluation Review, 48(3), 51-56 [link] | international with government |
| A Framework for Fostering Transparency in Shared Artificial Intelligence Models by Increasing Visibility of Contributions | journal |
|
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 |
|
Online Learning of Facility Locations Variants: doc-5664 |
external conference |
|
Feb-2021 | 32nd International Conference on Algorithmic Learning Theory [link] | international |
| Hybrid Analog-Spiking Long Short-Term Memory for Energy Efficient Computing on Edge Devices | external conference |
|
Feb-2021 | 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) [link] | single institute |
| Service Placement for Collaborative Edge Applications | journal |
|
Feb-2021 | IEEE/ACM Transactions on Networking (2020). [link] | collaborative |
| Percolation Thresholds for Robust Network Connectivity Variants: doc-5645 |
journal |
|
Jan-2021 | Journal of Statistical Mechanics: Theory and Experiment 2021, no. 1 (2021): 013212. [link] | collaborative with government |
| A Vector Symbolic Approach for Cognitive Services and Decentralized Workflows | book |
|
Jan-2021 | PhD thesis | single institute |
| Deep Learning for Sensing in Complex and Dynamic Environments | book |
|
Jan-2021 | PhD thesis | single institute |
| Preliminary Considerations for Rational Argumentation under Aleatory and Epistemic Uncertainty | technical report |
|
Jan-2021 | n/a | single institute |
| Uncertain Bayesian Networks: Learning from Incomplete Data | external conference |
|
Jan-2021 | 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021, pp. 1-6 | single institute with government |
| Big data and data mining for wearable-based mobility analysis | book chapter |
|
Jan-2021 | Digital Health (pp. 119-136). Academic Press. [link] | single institute |
| Overcoming Noisy and Irrelevant Data in Federated Learning | external conference |
|
Jan-2021 | International Conference on Pattern Recognition 2021 [link] | international |
| Optimizing in the Dark: Learning Optimal Network Resource Reservation Through a Simple Request Interface Variants: doc-3591 |
journal |
|
Jan-2021 | IEEE/ACM Transactions on Networking (2021). [link] | collaborative |
| Online Multitask Learning with Long-Term Memory | external conference |
|
Dec-2020 | Neural Information Processing Systems Online Conference 2020 [link] | single institute |
| Exploring Vicinal Risk Minimization for Lightweight Out-of-Distribution Detection | technical report |
|
Dec-2020 | n/a | single institute |
| Model Pruning Enables Efficient Federated Learning on Edge Devices | external conference |
|
Dec-2020 | Workshop on Scalability, Privacy, and Security in Federated Learning (SpicyFL) in Conjunction with NeurIPS 2020 | international |
| State Action Separable Reinforcement Learning | external conference |
|
Dec-2020 | 2020 IEEE International Conference on Big Data (Big Data) [link] | international |
| Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice | external conference |
|
Dec-2020 | Neural Information Processing Systems Online Conference 2020 [link] | collaborative |
| Let's Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds | journal |
|
Dec-2020 | IEEE Transactions on Network and Service Management (2020) [link] | international with government |
| Online Matrix Completion with Side Information Variants: doc-5732 |
external conference |
|
Dec-2020 | Neural Information Processing Systems Online Conference 2020 [link] | single institute |
| How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation Methods | external conference |
|
Dec-2020 | Neural Information Processing Systems Online Conference 2020 [link] | single institute |
| An Experimentation Platform for Explainable Coalition Situational Understanding | external conference |
|
Nov-2020 | AAAI 2020 Fall Symposium Series [link] | international |
| Filtered Manifold Alignment | technical report |
|
Nov-2020 | n/a | single institute |
| Proximity Based Load Balancing Policies on Graphs: A Simulation Study | technical report |
|
Nov-2020 | n/a | collaborative |
| Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams Variants: doc-6093 |
external conference |
|
Nov-2020 | AAAI 2020 Fall Symposium Series [link] | international with government |
| Neuroplex: Learning to Detect Complex Events in Sensor Networks through Knowledge Injection | external conference |
|
Nov-2020 | ACM Conference on Embedded Networked Sensor Systems [link] | international with government |
| Jarvis: Moving Towards a Smarter Internet of Things | external conference |
|
Nov-2020 | 40th IEEE International Conference on Distributed Computing Systems [link] | single institute |
| Enabling Discoverable Trusted Services for Highly Dynamic Decentralized Workflows | external conference |
|
Nov-2020 | 15th Workshop on Workflows in Support of Large-Scale Science [link] | international |
| A Large-scale Empirical Study on the Vulnerability of Deployed IoT Devices | journal |
|
Nov-2020 | IEEE Transactions on Dependable and Secure Computing (2020) [link] | collaborative |
| Matching through Embedding in Dense Graphs | external conference |
|
Nov-2020 | LMCA at NeurIps 2020 [link] | collaborative |
| Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach | external conference |
|
Nov-2020 | 40th IEEE International Conference on Distributed Computing Systems [link] | international |
| FLAP - A Federated Learning Framework for Attribute-based Access Control Policies | external conference |
|
Nov-2020 | AAAI 2020 Fall Symposium Series [link] | international |
|
Communication-efficient k-Means for Edge-based Machine Learning Variants: doc-6095 |
external conference |
|
Nov-2020 | 40th IEEE International Conference on Distributed Computing Systems | collaborative with government |
| The Science Library: Curation and Visualization of a Science Gateway repository Variants: doc-6071 |
journal |
|
Nov-2020 | Concurrency and Computation: Practice and Experience: e6100. [link] | single institute |
| Stable and Supported Semantics in Continuous Vector Spaces | external conference |
|
Oct-2020 | Future Generation Computer Systems (FGCS), Vol 111 [link] | collaborative |
| A Hybrid Neuro-Symbolic Approach for Complex Event Processing | technical report |
|
Oct-2020 | n/a | international with government |
| DCT-SNN: Using dct to distribute spatial information over time for learning low-latency spiking neural networks | technical report |
|
Oct-2020 | n/a | single institute |
| Breadth verses depth: the impact of tree structure on cultural influence Variants: doc-6089 |
external conference |
|
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 |
| Approximation Algorithms for Data-Intensive Service Chain Embedding | external conference |
|
Oct-2020 | International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing [link] | collaborative |
| Beyond Dyads and Triads: A Comparison of Tetrads in Twenty Social Networks | journal |
|
Oct-2020 | Social Psychology Quarterly 83.4 (2020): 383-404 [link] | single institute |
| Energy-Efficient Target Recognition using ReRAM Crossbars for Enabling On-Device Intelligence | external conference |
|
Oct-2020 | 2020 IEEE Workshop on Signal Processing Systems (SiPS) [link] | collaborative |
| Preparing Network Intrusion Detection Deep Learning Models with Minimal Data Using Adversarial Domain Adaptation | external conference |
|
Oct-2020 | ASIA CCS 2020 [link] | collaborative |
| Scalable Non-observational Predicate Learning in ASP | external conference |
|
Sep-2020 | Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) [link] | international |
| Efficient Reinforcement Learning with Implicit Action Space | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| State Decomposition, Distributed and Hierarchical Reinforcement Learning for SDC | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Event-driven Backpropagation for Spiking Neural Networks: Enabling Spike-based Learning in State-of-the-art Deep Architectures | tech report |
|
Sep-2021 | Technical report | single institute |
| Network Compression via Mixed Precision Quantization Using a Multi-Layer Perceptron for the Bit-Width Allocation | journal |
|
Sep-2021 | IEEE Access. 2021 Sep 29;9:135059-68. | single institute |
| SAVR: Selective Audio Visual Relevance for Explainable Coalition Situational Understanding | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| DeepProbCEP: A Hybrid Neuro-Symbolic Approach for Complex Event Processing in Noisy and Adversarial Settings | external conference |
|
Sep-2020 | The 36th International Conference on Logic Programming (ICLP) 2020 | international with government |
| Increasing negotiation performance at the edge of the network | external conference |
|
Sep-2020 | 7th International Conference on Agreement Technologies (AT2020) [link] | single institute |
| DAIS-ITA Experimentation Environment and Scenario | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| A Policy-Constrained Reinforcement Learning Framework | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams Variants: doc-5919 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Service Discovery for Multi Domain Operations based on adoption of Linked Data and Open Web Standards | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
|
Communication-efficient k-Means for Edge-based Machine Learning Variants: doc-6053 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Sharing Models or Coresets: A Study based on Membership Inference Attack Variants: doc-6051 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | collaborative with government |
|
Modeling spread of curse words on a social network Variants: doc-7007 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Policy-Based Learning Ensembles for Multi Domain Operations | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Multi-task Learning for SDC Control in Multi-domain Coalition Networks | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Source Code Embedding in Semantic Vector Spaces Towards Decentralized Microservice Workflows | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | collaborative |
| Preparing Deep Learning Models with Minimal Training Data Using Adversarial Domain Adaptation Variants: doc-6103 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| On the Performance Tradeoffs of Federated Learning in Resource Constrained Environments | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Demo: Preparing Deep Learning Models with Minimal Training Data Using Adversarial Domain Adaptation Variants: doc-6101 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | collaborative |
| Improving Data Analytics for Coalitions using Policy-Based Ensembles | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | collaborative |
| Semantic Vector Space Mapping for Edge of Network Coalition Operations | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Learning-aided SDC Control with Programmable Switches | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Understanding Explanation by ExamplesUnderstanding Explanation by Examples | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | collaborative with government |
| Federated Semantic Search for Resources Across Coalition Environments | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Evidential Deep Learning with Recurrent Neural Networks | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Tasking Distributed Coalition Sensor and Processing Assets to Perform Distributed Analytics Using a Vector Symbolic Architecture | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | collaborative |
| Hierarchical Bandit Problems | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Analysing Reddit interactions through reply networks | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Demo: Federated Semantic Search for Resources Across Coalition Environments | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Uncertainty-Aware Deep Classifiers using Generative Models Variants: doc-4733 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Distributed Coreset Construction for Efficient Machine Learning in Coalitions | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| neuralRank: Searching and Ranking Deep Neural Network Model Repositories | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Efficient Federated Learning in Coalitions | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Learning-aided Hybrid SDC Control in Mobile Ad Hoc Networks | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Gradual Channel Pruning While Training Using Feature Relevance Scores for Convolutional Neural Networks | journal |
|
Sep-2020 | IEEE Access, 8, 171924-171932 [link] | single institute |
| Resource Allocation in One-dimensional Distributed Service Networks with Applications Variants: doc-4373,doc-4751 |
journal |
|
Sep-2020 | Performance Evaluation 142 (2020): 102110. [link] | international with government |
| Second-Order Learning and Inference using Incomplete Data for Uncertain Bayesian Networks: A Two Node Example Variants: doc-5929 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| The Science Library: Curation and Visualization of a Science Gateway repository Variants: doc-6077 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | single institute |
| Explainable Multimodal Activity Recognition for Interpretable Coalition Situational Understanding | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Continuous Federated Learning of Global Policies in Coalition Environments | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Assessing temporal and spatial features in detecting disruptive users on Reddit Variants: doc-5992 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Optimizing the efficiency of collective decision making in groups Variants: doc-7116 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Collective problem solving in social networks | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Towards Maintaining and Reusing Complex Event Processing Systems | demo |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Exploiting Human Perception for Adversarial Attacks | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | single institute |
| On Collaboration in Machine Learning | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | collaborative |
| Joint State-Action Embedding for Efficient Reinforcement Learning | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Using Positive and Negative Network Ties in AI Models: An Application Predicting Terrorism in India | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Reinforcement and Transfer Learning for Distributed Analytics in Fragmented SDC | demo |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Extracting Interpretable Rules from Deep Models Across Coalitions | demo |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Breadth verses depth: the impact of tree structure on cultural influence Variants: doc-5912 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
|
A Security-Constrained Reinforcement Learning Framework for Software Defined Networks Variants: doc-7100 |
internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | collaborative |
| Learning Hierarchical Feature Spaces for Inherently Interpretable Coalition Model Sharing | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Towards Capturing Uncertainty in FastLAS Predictions using Subjective Logic | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Accelerating Federated Learning on Edge Devices with Adaptive Pruning | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Uncertainty in Explanations | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Paying Attention to Attention for Explanation | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Optimizing the efficiency of collective decision making in groups | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Influence Maximisation Game | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Flexible State Representation for Multi-Agent Reinforcement Learning in SDC Fragmentation | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | single institute |
| Decentralised Auctions for Analytic Tasks in Edge Clouds | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | collaborative |
| Auction-based Mechanisms for Resource-elastic Tasks in Edge Cloud Computing | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Competitive influence maximisation using nonlinear budget constraints | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Competitive influence maximisation on signed networks | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Using Reinforcement Learning to Learn Novel Strategies for Collective Decision Making | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| NSPL: Neural-Symbolic Policy Learner | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| FastLAS2: Extending Inductive Logic Programming for Scalable Symbolic Machine Learning in Uncertain Domains | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Stable and Supported Semantics in Continuous Vector Spaces | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Compressing a Dataset via Linear Conditional Probability Densities on Voronoi Regions | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| A Fast Distributed K-Means Algorithm for the Approximate Aggregation of a Distributed Dataset | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| A Fast Distributed Implementation of Machine Learning Algorithms that work via Online-to-Batch Conversion | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Online Resource Allocation Using Distributed Bidding Approaches | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Solving Constrained Optimization Problems by LSTM Networks | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Robust Complex Event Processing with Sparse Data Using a Hybrid Neuro-Symbolic Approach | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| The Online Learning of Facility Locations with Application to Service Placement | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Towards the Estimation of Certainty in Symbolic Predictions | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| DeepSQA: Understanding Sensor Data via a Deep Learning Approach to Sensory Question Answering | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Efficient Continual Learning Using Bayesian Approaches | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Identifying Social Network Patterns with Exponential Random Graph Models | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| Learning via a Swarm of Agents with Memory | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Online Multitask Learning with Long-Term Memory | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | single institute |
| Efficient Orchestration of Node-RED IoT Workflows Using a Vector Symbolic Architecture | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| The coevolution of social networks and vicarious dissonance | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international with government |
| The Centrality of Edges based on their role in Induced Triads | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Identity Fusion evolves in response to Vicarious Hypocrisy to support Indirect Reciprocity | internal conference |
|
Sep-2020 | Annual Fall Meeting of the DAIS ITA, 2020 | international |
| Biologically Plausible Class Discrimination Based Recurrent Neural Network Training for Motor Pattern Generation | journal |
|
Aug-2020 | Frontiers in Neuroscience [link] | single institute |
| Prophet: Toward Fast, Error-Tolerant Model-Based Throughput Prediction for Reactive Flows in DC Networks | journal |
|
Aug-2020 | IEEE/ACM Transactions on Networking, Early access [link] | collaborative |
| Deep Spiking Neural Network: Energy Efficiency Through Time based Coding | external conference |
|
Aug-2020 | 16th European Conference on Computer Vision (ECCV) 2020 [link] | single institute |
| Robustness Hidden in Plain Sight: Can Analog Computing Defend Against Adversarial Attacks? | tech report |
|
Aug-2020 | [link] | single institute |
| TREND: Transferability based Robust ENsemble Design | tech report |
|
Aug-2020 | [link] | single institute |
| Fast-Fourier-Forecasting Resource Utilisation in Distributed Systems | external conference |
|
Aug-2020 | The 29th International Conference on Computer Communications and Networks (ICCCN 2020) [link] | single institute |
| Assessing temporal and spatial features in detecting disruptive users on Reddit Variants: doc-6074 |
external conference |
|
Aug-2020 | 10th Workshop on Social Network Analysis in Applications [link] | international |
| Decentralized placement of data and analytics in wireless networks for energy-efficient execution | external conference |
|
Jul-2020 | 2020 IEEE Annual Joint Conference: INFOCOM, IEEE Computer and Communications Societies [link] | collaborative with government |
| Resource Sharing in the Edge: A Distributed Bargaining-Theoretic Approach | technical report |
|
Jul-2020 | n/a | international with government |
| Toward Optimal Software-Defined Interdomain Routing | external conference |
|
Jul-2020 | 2020 IEEE Annual Joint Conference: INFOCOM, IEEE Computer and Communications Societies [link] | collaborative |
| VADR: Discriminative Multimodal Explanations for Situational Understanding | external conference |
|
Jul-2020 | 23rd International Conference on Information Fusion [link] | collaborative |
| On Security Policy Migrations | external conference |
|
Jul-2020 | 23rd International Conference on Information Fusion [link] | international |
| Efficient orchestration of Node-RED IoT workflows using a Vector Symbolic Architecture | journal |
|
Jul-2020 | CellPress Patterns, Vol 1 Issue 4 [link] | international |
| Toward Programmable Interdomain Routing | external conference |
|
Jul-2020 | ANRW 20 [link] | collaborative |
| Distributed Learning using Ensemble-Based Fusion | patent |
|
Jul-2020 | U.S. Patent Application 16/242,045, filed January 8, 2019 [link] | single institute |
| Online Network Flow Optimization for Multi-Grade Service Chains | external conference |
|
Jul-2020 | 2020 IEEE Annual Joint Conference: INFOCOM, IEEE Computer and Communications Societies [link] | international |
| Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI | journal |
|
Jul-2020 | CellPress Patterns, Vol 1 Issue 4 [link] | international with government |
| Enabling Homeostasis using Temporal Decay Mechanisms in Spiking CNNs Trained with Unsupervised Spike Timing Dependent Plasticity | external conference |
|
Jul-2020 | 2020 International Joint Conference on Neural Networks (IJCNN) [link] | single institute |
| Sharing Models or Coresets: A Study based on Membership Inference Attack Variants: doc-6096 |
external conference |
|
Jul-2020 | FL-ICML 2020 [link] | collaborative with government |
| Robust Coreset Construction for Distributed Machine Learning Variants: doc-4903 |
journal |
|
Jun-2020 | IEEE Journal on Selected Areas in Communications [link] | collaborative with government |
| Joint Coreset Construction and Quantization for Distributed Machine Learning Variants: doc-5899 |
external conference |
|
Jun-2020 | 2020 IFIP Networking Conference (Networking) [link] | international with government |
| Waypoint-based Topology Inference | external conference |
|
Jun-2020 | IEEE ICC 2020 [link] | collaborative with government |
| Service Placement and Request Routing in MEC Networks With Storage, Computation, and Communication Constraints | journal |
|
Jun-2020 | IEEE/ACM Transactions on Networking, Vol 28, Issue 3 [link] | international |
| Trident: Toward Distributed Reactive SDN Programming with Consistent Updates | journal |
|
Jun-2020 | IEEE Journal on Selected Areas in Communications, Vol 38 Issue 7 [link] | collaborative |
| Toward Scalable, Efficient, and Accurate Deep Spiking Neural Networks With Backward Residual Connections, Stochastic Softmax, and Hybridization | journal |
|
Jun-2020 | Frontiers in Neuroscience [link] | single institute |
| Pathways to efficient neuromorphic computing with non-volatile memory technologies | journal |
|
Jun-2020 | Applied Physic Reviews, Vol 7, Issue 2 [link] | single institute |
| RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network | external conference |
|
Jun-2020 | IEEE/CVF Conference on Computer Vision and Pattern Recognition [link] | single institute |
| Percolation Thresholds for Robust Network Connectivity Variants: doc-5937 |
tech report |
|
Jun-2020 | [link] | collaborative with government |
| Menes: Towards a Generic, Fully-Automated Test and Validation Platform for Wireless Networks | tech report |
|
Jun-2020 | [link] | single institute |
|
Online Learning of Facility Locations Variants: doc-7115 |
tech report |
|
Jun-2020 | [link] | international |
| Line-Speed and Scalable Intrusion Detection at the Network Edge via Federated Learning | external conference |
|
Jun-2020 | International Federation for Information Processing (IFIP) Networking 2020 Conference [link] | international |
| Negative Ties Network based Modeling of Terrorist Incidents | external conference |
|
May-2020 | SPIE DCS 2020 | international |
| Using AI/ML to predict perpetrators for terrorist incidents | external conference |
|
May-2020 | SPIE DCS 2020 | international |
| Capacity Analysis of Distributed Computing Systems with Multiple Resource Types | external conference |
|
May-2020 | 2020 IEEE Wireless Communications and Networking Conference (WCNC) [link] | international |
| Strategyproof Reinforcement Learning for Online Resource Allocation | external conference |
|
May-2020 | 2020 International Conference on Autonomous Agents and Multiagent Systems (AAMAS) [link] | international |
| Policy based ensembles for multi domain operations | external conference |
|
May-2020 | SPIE DCS 2020 [link] | international |
| Training Deep Spiking Neural Networks for Energy-Efficient Neuromorphic Computing | external conference |
|
May-2020 | ICASSP 2020 [link] | collaborative |
| Generating result explanations for neural networks | patent |
|
May-2020 | U.S. Patent Application 16/201,393, filed November 27, 2018 [link] | single institute |
| Conditionally Deep Hybrid Neural Networks Across Edge and Cloud | tech report |
|
May-2020 | [link] | single institute |
| Online Matrix Completion with Side Information Variants: doc-5941 |
tech report |
|
May-2020 | [link] | single institute |
| Distributed learning preserving model security | patent |
|
Apr-2020 | U.S. Patent Application 16/164,846, filed October 19, 2018 [link] | single institute |
| Learning Features of Network Structures Using Graphlets | technical report |
|
Apr-2020 | n/a | international |
| The current state of automated negotiation theory: a literature review | tech report |
|
Apr-2020 | [link] | single institute |
| The Implications of Shared Identity on Indirect Reciprocity | journal |
|
Mar-2020 | Journal of Information and Telecommunication [link] | international |
| A TTL-based Approach for Content Placement in Edge Networks | external conference |
|
Mar-2020 | In Performance Evaluation Methodologies and Tools: 14th EAI International Conference, VALUETOOLS 2021, Virtual Event, October 30–31, 2021, Proceedings (p. 1). Springer Nature. | international with government |
| Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models | tech report |
|
Mar-2020 | [link] | international with government |
| Sanity Checks for Saliency Metrics Variants: doc-4699 |
external conference |
|
Feb-2020 | The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) | international with government |
| FastLAS: Scalable Inductive Logic Programming incorporating Domain-specific Optimisation Criteria | external conference |
|
Feb-2020 | The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) | international |
| Defending with Shared Resources on a Network | external conference |
|
Feb-2020 | The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) | collaborative |
| Uncertainty-Aware Deep Classifiers using Generative Models Variants: doc-6118 |
external conference |
|
Feb-2020 | The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) | international with government |
| Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures | journal |
|
Feb-2020 | Frontiers in Neuroscience 14 (2020) [link] | single institute |
| Tree-CNN: A Hierarchical Deep Convolutional Neural Network for Incremental Learning | journal |
|
Jan-2020 | Neural Networks 121 (2020): 148-160. [link] | single institute |
| Ranking and updating machine learning models based on data inputs at edge nodes | patent |
|
Jan-2020 | U.S. Patent Application 16/021,086, filed January 2, 2020. | single institute |
| Vectorization of documents | patent |
|
Jan-2020 | U.S. Patent Application 16/032,764, filed January 16, 2020 | single institute |
| Online Convex Optimization with Perturbed Constraints: Optimal Rates against Stronger Benchmarks | journal |
|
Jan-2020 | 23rdInternational Conference on Artificial Intelligence and Statistics (AISTATS) 2020 [link] | collaborative |
| Policy based Ensembles for applying ML on Big Data | external conference |
|
Dec-2019 | 3rd International Workshop on Policy-based Autonomic Data Governance (PADG 2019) | international |
| Towards a Coalition Focused Neural-Symbolic Generative Policy Model Variants: doc-5842 |
external conference |
|
Dec-2019 | Knowledge Representation & Reasoning Meets Machine Learning Workshop at NeurIPS 2019 | international |
| Towards a Neural-Symbolic Generative Policy Model | external conference |
|
Dec-2019 | 3rd International Workshop on Policy-based Autonomic Data Governance (PADG 2019) | international |
| A Comparison Between Statistical and Symbolic Learning Approaches for Generative Policy Models Variants: doc-5827 |
external conference |
|
Dec-2019 | 18th IEEE International Conference on Machine Learning and Applications 2019 | international |
| Robust Coreset Construction for Distributed Machine Learning Variants: doc-5512 |
external conference |
|
Dec-2019 | IEEE Global Communications Conference 2019 | collaborative with government |
| A Low Effort Approach to Structured CNN Design Using PCA | journal |
|
Dec-2019 | IEEE Access (2019) [link] | single institute |
| Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing | journal |
|
Dec-2019 | IEEE Access (2019). [link] | single institute |
| IoT Security A Comprehensive Life Cycle Framework | external conference |
|
Dec-2019 | 5th International Conference on Collaboration and Internet Computing (2019) | single institute |
| SENSE: Semantically Enhanced Node Sequence Embedding | external conference |
|
Dec-2019 | IEEE International Conference on Big Data (BIGDATA) 2019 [link] | international with government |
| Distributed Optimization Framework for In-Network Data Processing | journal |
|
Dec-2019 | IEEE/ACM Transactions on Networking, Vol 27, Issue 6 [link] | international with government |
| On Reliability of Interpretability Mechanisms | invited talk |
|
Nov-2019 | IEEE Military Communications Conference (MILCOM) 2019 | single institute |
| Coalition C3 Information Exchange Using Binary Symbolic Vectors | external conference |
|
Nov-2019 | IEEE Military Communications Conference (MILCOM) 2019 | international with government |
| Explainable AI for Intelligence Augmentation in Multi-Domain Operations | external conference |
|
Nov-2019 | AAAI Fall Symposium on Cognitive Assistance in Government and Public Sector Applications | international with government |
| Using Graphical Models as Explanations in Deep Neural Networks | external conference |
|
Nov-2019 | The 16th IEEE International Conference on Mobile Ad-Hoc and Smart Systems | collaborative |
| Dandelion: A Novel, High-Level Programming System for Software Defined Coalitions with Local State Sharing | external conference |
|
Nov-2019 | IEEE Military Communications Conference (MILCOM) 2019 | international with government |
| Constructing distributed time-critical applications using cognitive enabled services Variants: doc-4874 |
journal |
|
Nov-2019 | Future Generation Computer Systems 100 (2019): 70-85. [link] | international |
| Towards spike-based machine intelligence with neuromorphic computing | journal |
|
Nov-2019 | Nature 575, no. 7784 (2019): 607-617. [link] | single institute |
| Federated Learning for Coalition Operations Variants: doc-5833 |
external conference |
|
Nov-2019 | AAAI Fall Symposium on Cognitive Assistance in Government and Public Sector Applications | international with government |
| SenseHAR: A Robust Virtual Activity Sensor for Smartphones and Wearables | external conference |
|
Nov-2019 | 16th ACM Conference on Embedded Networked Sensor Systems (2019) | collaborative |
| Demo Abstract: Acoustic Anomaly Detection System | demo |
|
Nov-2019 | SenSys 2019: Proceedings of the 17th Conference on Embedded Networked Sensor Systems [link] | collaborative |
| MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design | external conference |
|
Oct-2019 | IEEE International Conference on Network Protocols 2019 | international with government |
| Resource Allocation in One-dimensional Distributed Service Networks Variants: doc-6005,doc-4373 |
external conference |
|
Oct-2019 | 7th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems 2019 | international with government |
| A Generative Policy Model for Connected and Autonomous Vehicles | external conference |
|
Oct-2019 | IEEE Intelligent Transportation Systems Conference 2019 | international |
| Distributed machine learning at edge nodes | patent |
|
Oct-2019 | U.S. Patent Application 15/952,625, filed October 17, 2019 | international |
| DRL based SDN Controller Synchronization Policy Design for joint Communication and Computation Resource Optimisations | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures Variants: doc-3579,doc-5801 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Polisma - A Framework for Learning Attribute-based Access Control Policies | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Cooperative-Game Framework for Resource Sharing in SDC | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Resource Allocation in One-dimensional Distributed Service Networks Variants: doc-6005,doc-4751 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| MAXHEDGE: Maximising a Maximum Online Variants: doc-3586 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Joint Service Placement and Request Routing in Mobile Edge Networks with Storage, Computation, and Communication Constraints | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Probabilistic Logic Programming with Beta-Distributed Random Variables Variants: doc-3581 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| A Hybrid Neural-Symbolic Approach to Uncertainty-Aware Complex Event Detection Variants: doc-4395 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Indirect Reciprocity and the Evolution of Prejudicial Groups Variants: doc-2768 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Demonstration of Federated Learning in a Resource- Constrained Networked Environment Variants: doc-4099 |
demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| A Demonstration of Generative Policy Models in Coalition Environments Variants: doc-4117 |
demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | collaborative |
| Demonstration of Game Theoretic Resource Allocation in a Coalition | demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| A Hybrid Neural-Symbolic Approach to Complex Spatial-Temporal Event Detection Variants: doc-4382 |
demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Optimized SDN Controller Placement and Synchronization Strategy in Edge Networks | demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Hybrid SDN Control in Mobile Ad Hoc Networks Variants: doc-4101,doc-4444 |
demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Magellan: Toward a Unified SDC Programming Framework with Automatic, Fast Updates Variants: doc-5898 |
demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Carbide: A Highly Reliable and Programmable Software Defined Coalition (SDC) Architecture using Multiple Control Plane Composition with Distributed Verification | demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| SFP: Toward Fine-Grained, Unified Resource Discovery and Orchestration in Software Defined Coalition | demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Enabling coalition situational understanding through semantic vector queries of distributed machine learning resources | demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | collaborative |
| Cultural evolution in organisations and networks | demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Understanding the Signature of Controversial Wikipedia Articles through Motifs in Editor Revision Networks Variants: doc-3601 |
demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Edge-of-network coalition operations – towards an end-to-end concept demonstration | demo |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | collaborative |
| Using an ASG based Generative Policy to Model Human Rules Variants: doc-4110 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | collaborative with government |
| Multicast-based Weight Inference in General Network Topologies Variants: doc-3768 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Predicting Automated Negotiation Bandwidth Usage at the Edge of the Network | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | single institute |
| Incremental/Decremental Learning for LS-SVM | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Deep Q-Learning For Directed Acyclic Graph Generation Variants: doc-4116 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Explaining Temporal Information in Activity Recognition for Situational Understanding Variants: doc-4735 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Nash Bargaining Solution to Multi-Objective Resource Allocation and Sharing in SDC | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Competitive Influence Maximisation using Voting Dynamics Variants: doc-4759 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| A Truthful Online Mechanism for Resource Allocation in Fog Computing Variants: doc-4771 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Hybrid SDN Control in Mobile Ad Hoc Networks Variants: doc-4101,doc-4399 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| ProFact: A Provenance-based Analytics Framework for Access Control Policies Variants: doc-3887,doc-5772 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Generating Client Side Policies for Cyber-Physical Safety Variants: doc-4769 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| On the Impact of Generative Policies on Security Metrics Variants: doc-4063 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| A Systematic Method to Understand Requirements for Explainable AI (XAI) Systems Variants: doc-4597 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | collaborative |
| Investigating the robustness of peer-to-peer machine learning | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Self-Learning Neural Network Architectures for Variable Length Encoding Schemes | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| An Exploratory Analysis of Suspicious Reddit User Accounts based on Sentiment and Interactions | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Dynamic Patterns of Terrorist Networks: Security versus Efficiency in the Evolution of Eleven Islamic Extremist Groups Variants: doc-4707 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Evidence to support common application switching behaviour on smartphones Variants: doc-3588 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Sanity Checks for Saliency Metrics Variants: doc-4694 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Motif signatures of social networks are function of hierarchy and homophily. | poster |
|
Sep-2019 | Conference on Complex Systems 2019 | single institute with government |
| Explaining Temporal Information in Activity Recognition for Situational Understanding Variants: doc-4433 |
poster |
|
Sep-2019 | British Machine Vision Association Symposium on Video Understanding | international with government |
| Audio-Visual Explanations for Activity Recognition using Discriminative Relevance | poster |
|
Sep-2019 | British Machine Vision Association Symposium on Video Understanding | single institute |
| Deep Residual Neural Networks for Audio Spoofing Detection | external conference |
|
Sep-2019 | ICSA Interspeech 2019 | single institute |
| Constructing Distributed Time-Critical Applications Using a Vector Symbolic Architecture Variants: doc-4872 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Modelling stereotyping in cooperation systems Best paper nomination |
external conference |
|
Sep-2019 | International Conference on Computational Collective Intelligence 2019 | international |
| Exact Incremental and Decremental Learning for LS-SVM | external conference |
|
Sep-2019 | IEEE International Conference on Image Processing 2019 | international |
| A Game-Theoretic Framework for Resource Sharing in Clouds | external conference |
|
Sep-2019 | 12th IFIP Wireless and Mobile Networking Conference (2019) | international with government |
| Structured Learning for Action Recognition in Videos | journal |
|
Sep-2019 | IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9, no. 3 (2019): 475-484 [link] | single institute |
| Illuminated Decision Trees with Lucid | external conference |
|
Sep-2019 | 30th British Machine Vision Conference (BMVC) [link] | single institute |
| A Comparison Between Statistical and Symbolic Learning Approaches for Generative Policy Models Variants: doc-4763 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Federated Learning for Coalition Operations Variants: doc-4998 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds Variants: doc-3578,doc-5779 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Neural Networks at the Edge Variants: doc-4094 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Targeted Poisoning Attacks In Coalition Systems Under Incomplete Model Information | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Analyzing spatially constrained Power of two choice based policies in a two-dimensional distributed service network | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Understanding Patterns of Terrorism in India Using AI Machine Learning Variants: doc-4002 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Federated Learning with Diverse Tasks and Data | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Adaptive Gradient Sparsification for Communication-Efficient Federated Learning | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| gl2vec: Learning Feature Representation Using Graphlets for Directed Networks Variants: doc-5800,doc-4826 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Towards a Coalition Focused Neural-Symbolic Generative Policy Model Variants: doc-4737 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Exploring the future of Explainable AI solutions with military stakeholders | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | collaborative with government |
| A Highly Reliable and Programmable Software Defined Coalition (SDC) Architecture using Multiple Control Plane Composition with Distributed Verification | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Magellan: Toward a Unified SDC Programming Framework with Automatic, Fast Updates Variants: doc-4401 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Joint Coreset Construction and Quantization for Distributed Machine Learning Variants: doc-5516 |
internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Representing and Learning Grammars in ASP with Domain-specific Scoring Functions | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| A Comparison Between Statistical and Symbolic Learning Approaches for Generative Policy Models | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Examining the role of overlap and structural features in network motif analysis | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| The coevolution of social networks and cognitive dissonance | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Dyads, triads, and tetrads: Uncovering the local structure of social groups through network motifs | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Understanding the evolution of identity fusion and stereotyping | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Understanding networks through induced sub-structures | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Machine Learning-based Networking for Resilient Coalitions | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| More Is Not Always Better: An Analytical Study of Controller Synchronizations in Distributed SDN | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| Online Service Placement and Request Routing in Coalition Environments | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| OpenSDC: A Novel, More General-Compute Datapath for Software Defined Coalitions | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Toward Coalition Resource Discovery and Representation for SDC using Generic Mathematical Programming Constraints as Basic Abstraction | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | collaborative |
| Optimizing in the Dark: Learning Optimal Coalition Resource Availability through a Simple Feasibility Interface | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | collaborative |
| SFP: Toward Interdomain Coalition Programming | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international with government |
| Model Pruning Enables Efficient Federated Learning on Edge Devices | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | collaborative |
| Constructing Distributed Time-Critical Applications Using a Vector Symbolic Architecture | internal conference |
|
Sep-2019 | Annual Fall Meeting of the DAIS ITA, 2019 | international |
| A General Approach to Reasoning with Probabilities Variants: doc-3018 |
journal |
|
Aug-2019 | International Journal of Approximate Reasoning, 111, 35-50. [link] | collaborative |
| How Advantageous Is It? An Analytical Study of Controller-Assisted Path Construction in Distributed SDN | journal |
|
Aug-2019 | IEEE/ACM Transactions on Networking, 27(4), 1643-1656. [link] | international with government |
| MOPT: Optimized Mutation Scheduling for Fuzzers | external conference |
|
Aug-2019 | USENIX Security 2019 Technical Sessions | collaborative |
| A Systematic Method to Understand Requirements for Explainable AI (XAI) Systems Variants: doc-4452 |
external conference |
|
Aug-2019 | IJCAI 2019 Workshop on Explainable Artificial Intelligence (XAI) [link] | collaborative |
| Discriminating Spatial and Temporal Relevance in Deep Taylor Decompositions for Explainable Activity Recognition | external conference |
|
Aug-2019 | IJCAI 2019 Workshop on Explainable Artificial Intelligence (XAI) | single institute |
| Compiling Global SDN Programs to Device-level P4 Configurations | invited talk |
|
Aug-2019 | Annual Conference of the Special Interest Group on Data Communication 2019 | collaborative |
| What Prize is Right? How to Learn the Optimal Structure for Crowdsourcing Contests | external conference |
|
Aug-2019 | The 16th Pacific Rim International Conference on Artificial Intelligence | collaborative |
| Competitive Influence Maximisation using Voting Dynamics Variants: doc-4440 |
external conference |
|
Aug-2019 | Workshop on Social Influence 2019 | international with government |
| A Truthful Online Mechanism for Resource Allocation in Fog Computing Variants: doc-4442 |
external conference |
|
Aug-2019 | The 16th Pacific Rim International Conference on Artificial Intelligence | international |
| gl2vec: Learning Feature Representation Using Graphlets for Directed Networks Variants: doc-5800,doc-5841 |
external conference |
|
Aug-2019 | 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining | international |
| Toward Fine-Grained, Privacy-Preserving, Efficient Multi-Domain Network Resource Discovery | journal |
|
Aug-2019 | IEEE Journal on Selected Areas in Communications, 37(8), 1924-1940. [link] | collaborative |
| Unearthing and Exploiting Latent Semantics behind DNS Domains for Deep Network Traffic Analysis | external conference |
|
Aug-2019 | International Joint Conference on Artificial Intelligence 2019 | single institute |
| Reinforcement Learning with Low-Complexity Liquid State Machines | journal |
|
Aug-2019 | Frontiers in Neuroscience 13 (2019): 883 [link] | single institute |
| Pooling Tweets by Fine-Grained Emotions to Uncover Topic Trends in Social Media | external conference |
|
Jul-2019 | 22nd International Conference on Information Fusion | single institute |
| A Pilot Study on Detecting Violence in Videos Fusing Proxy Models | external conference |
|
Jul-2019 | 22nd International Conference on Information Fusion | single institute |
| Supporting User Fusion of AI Services through Conversational Explanations | external conference |
|
Jul-2019 | 22nd International Conference on Information Fusion | collaborative |
| GenAttack: Practical Black-box Attacks with Gradient-Free Optimization Variants: doc-5791 |
external conference |
|
Jul-2019 | The Genetic and Evolutionary Computation Conference 2019 | collaborative |
| Generative Policies for Coalition Systems – A Symbolic Learning Framework | external conference |
|
Jul-2019 | 2019 39th IEEE International Conference on Distributed Computing Systems | international with government |
| Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems Variants: doc-5865 |
external conference |
|
Jul-2019 | 2019 39th IEEE International Conference on Distributed Computing Systems | international |
| Deep Neural Networks for Network Routing | external conference |
|
Jul-2019 | International Joint Conference on Neural Networks (IJCNN) 2019 | international |
| Investigating Statistical Privacy Frameworks from the Perspective of Hypothesis Testing | external conference |
|
Jul-2019 | 19th Privacy Enhancing Technologies Symposium (PETS 2019) | collaborative |
| Federated AI for the Enterprise: A Web Services based Implementation | external conference |
|
Jul-2019 | IEEE International Conference on Web Services. July 8-13, 2019 | international |
| Supporting Multi-domain Use Cases with ALTO | external conference |
|
Jul-2019 | Applied Networking Research Workshop 2019 | collaborative |
| Generating Client Side Policies for Cyber-Physical Safety Variants: doc-4448 |
external conference |
|
Jul-2019 | The 28th International Conference on Computer Communications and Networks 2019 | international |
| Feature Importance Identification through Bottleneck Reconstruction | external conference |
|
Jul-2019 | 3rd IEEE International Conference on Cognitive Computing (2019) | international |
| Scaling Deep Spiking Neural Networks with Binary Stochastic Activations | external conference |
|
Jul-2019 | 3rd IEEE International Conference on Cognitive Computing (2019) | single institute |
| An AI enabled system for Distributed System Characterization | external conference |
|
Jul-2019 | 3rd IEEE International Conference on Cognitive Computing (2019) | single institute |
| Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis | external conference |
|
Jul-2019 | International Joint Conference on Neural Networks (IJCNN) 2019 | single institute |
| IoT Data Management System for Rapid Development of Machine Learning Models | external conference |
|
Jul-2019 | 3rd IEEE International Conference on Cognitive Computing (2019) | single institute |
| The evolving liaisons between the transaction networks of Bitcoin and its price dynamics | tech report |
|
Jul-2019 | [link] | collaborative |
| Quantifying Transparency of Machine Learning Systems through Analysis of Contributions | tech report |
|
Jul-2019 | [link] | international |
| Second-Order Learning and Inference using Incomplete Data for Uncertain Bayesian Networks: A Two Node Example Variants: doc-6069 |
external conference |
|
Jul-2019 | 22nd International Conference on Information Fusion [link] | international with government |
| Towards Traceability in Data Ecosystems using a Bill of Materials Model | external conference |
|
Jun-2019 | 11th International Workshop on Science Gateways | international |
| The Science Library: A Controlled Natural Language driven Science Gateway | journal |
|
Jun-2019 | 11th International Workshop on Science Gateways | single institute |
| Analyzing Federated Learning through an Adversarial Lens | external conference |
|
Jun-2019 | International Conference on Machine Learning 2019 | collaborative |
| NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning | external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | international |
| On the Impact of Generative Policies on Security Metrics Variants: doc-4450 |
external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | international with government |
| Synthesizing Images From Spatio-Temporal Representations Using Spike-Based Backpropagation | journal |
|
Jun-2019 | Frontiers in neuroscience, 13, 621. [link] | single institute |
| Pruning Deep Convolutional Neural Networks for Efficient Edge Computing in Condition Assessment of Infrastructures | journal |
|
Jun-2019 | Computer-Aided Civil and Infrastructure Engineering Volume34, Issue 9 [link] | collaborative |
| Overcoming the Lack of Labeled Data: Training Intrusion Detection Models Using Transfer Learning | external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | collaborative |
| A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics | external conference |
|
Jun-2019 | ACM on Measurement and Analysis of Computing Systems, Volume 3 Issue 2, June 2019 | international |
| Neural Networks at the Edge Variants: doc-5835 |
external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | international |
| Large-Scale Hybrid ad hoc Network for Mobile Platforms: Challenges and Experiences | external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | collaborative |
| Demonstration of Federated Learning in a Resource-Constrained Networked Environment Variants: doc-4386 |
external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | international |
| On Data Summarization for Machine Learning in Multi-organization Federations | external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | international |
| Hybrid SDN Control in Mobile Ad Hoc Networks Variants: doc-4444,doc-4399 |
external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | international with government |
| Magnalium: Highly Reliable SDC Networks with Multiple Control Plane Composition | external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | international with government |
| Online Distributed Analytics at the Edge with Multiple Service Grades | external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | international with government |
| Using an ASG based Generative Policy to Model Human Rules Variants: doc-4421 |
external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | collaborative with government |
| Demonstration of Dynamic Distributed Orchestration of Node-RED IoT Workflows Using a Vector Symbolic Architecture | external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | international |
| Cooperative Learning for Multi-perspective Image Classification | external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | collaborative with government |
| DeepCEP: Deep Complex Event Processing Using Distributed Multimodal Information | external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | international with government |
| Deep Q-Learning for Directed Acyclic Graph Generation Variants: doc-4429 |
external conference |
|
Jun-2019 | International Conference on Machine Learning 2019 | single institute |
| A Demonstration of Generative Policy Models in Coalition Environments Variants: doc-4391 |
external conference |
|
Jun-2019 | 17th International Conference on Practical Applications of Agents and Multi-Agent Systems | collaborative |
| Reactive Access Control Systems | poster |
|
Jun-2019 | Proceedings of the 23nd ACM on Symposium on Access Control Models and Technologies (SACTMAT) | single institute |
| Jointly Compressing and Caching Data in Wireless Sensor Networks | external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | international with government |
| How Deep Learning is Making Information Security More Intelligent | journal |
|
Jun-2019 | IEEE Security & Privacy, 17(3), pp.56-65. [link] | single institute |
| Generative Policy Framework for AI Training Data Curation | external conference |
|
Jun-2019 | 2019 IEEE International Conference on Smart Computing (SMARTCOMP) | collaborative |
| Implicit Generative Modeling of Random Noise during Training improves Adversarial Robustness | external conference |
|
Jun-2019 | International Conference on Machine Learning 2019 | single institute |
| Understanding the Signature of Controversial Wikipedia Articles through Motifs in Editor Revision Networks Variants: doc-4413 |
external conference |
|
May-2019 | The Web Conference 2019 | international |
| Multicast-based Weight Inference in General Network Topologies Variants: doc-4423 |
external conference |
|
May-2019 | IEEE International Conference on Communications 2019 | international with government |
| A Truthful Online Mechanism for Allocating Fog Computing Resources | external conference |
|
May-2019 | International Conference on Autonomous Agents and Multiagent Systems (AAMAS) 2019 [link] | international |
| DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN Best paper award at ICC-2019 |
external conference |
|
May-2019 | IEEE International Conference on Communications 2019 | international |
| Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process | journal |
|
May-2019 | IEEE/ACM Transactions on Networking ( Volume: 27 , Issue: 3 , June 2019 ) [link] | international with government |
| The impact of peer pressure: extending Axelrod's model on cultural polarisation | external conference |
|
May-2019 | IEEE International Conference on Communications 2019 | international with government |
| Analysis of Liquid Ensembles for Enhancing the Performance and Accuracy of Liquid State Machines | journal |
|
May-2019 | Front. Neurosci [link] | single institute |
| Discretization based solutions for secure machine learning against adversarial attacks | journal |
|
May-2019 | IEEE Access 7 (2019): 70157-70168 [link] | single institute |
| Triptych: Multi-objective Optimisation of Service Deployment Costs, Application Delay and Bandwidth Usage | external conference |
|
May-2019 | IFIP Networking Conference 2019 | collaborative |
| Conversational Explanations: Explainable AI through human-machine conversation | invited talk |
|
Apr-2019 | 2019 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA) | single institute |
| Synthetic Ground Truth Generation for Evaluating Generative Policy Models | technical report |
|
Apr-2019 | n/a | single institute |
| An Objective-Driven On-Demand Network Abstraction for Adaptive Applications | journal |
|
Apr-2019 | IEEE/ACM Transactions on Networking 27, no. 2 (2019): 805-818. [link] | collaborative |
| Looking Glass of NFV: Inferring the Structure and State of NFV Network from External Observations Variants: doc-5767 |
external conference |
|
Apr-2019 | IEEE Conference on Computer Communications 2019 | international with government |
| Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems Variants: doc-5777 |
external conference |
|
Apr-2019 | IEEE Conference on Computer Communications 2019 | international |
| Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds Variants: doc-5834,doc-5779 |
external conference |
|
Apr-2019 | IEEE Conference on Computer Communications 2019 | collaborative with government |
| Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures Variants: doc-5801,doc-4367 |
external conference |
|
Apr-2019 | IEEE Conference on Computer Communications 2019 | international with government |
| Achieving Useful AI Explanations in a High-Tempo Complex Environment | external conference |
|
Apr-2019 | SPIE - Defense + Commercial Sensing 2019 | collaborative |
| Techniques and Systems for Anomaly Detection in Database Systems | book chapter |
|
Apr-2019 | Policy-Based Autonomic Data Governance. Springer, Cham, 2019. 113-133 [link] | single institute |
| MaxHedge: Maximising a Maximum Online Variants: doc-4376 |
external conference |
|
Apr-2019 | International Conference on Artificial Intelligence and Statistics 2019 | international with government |
| Joint Service Placement and Request Routing in Multi-cell Mobile Edge Computing Networks | external conference |
|
Apr-2019 | IEEE Conference on Computer Communications 2019 | international |
| Unicorn: Unified resource orchestration for multi-domain, geo-distributed data analytics Variants: doc-1975,doc-1395 |
journal |
|
Apr-2019 | Future Generation Computer Systems, 93, 188-197. [link] | collaborative |
| Tetrad Motifs: A Comparison of the Local Structure in 20 Social Networks | external conference |
|
Apr-2019 | Population Association of America, Annual Meeting, 2019 | international |
| STB: Space Time Boxes | journal |
|
Apr-2019 | CCF Transactions on Pervasive Computing and Interaction 1, no. 2 (2019): 114-124 [link] | collaborative |
| Model poisoning attacks against distributed machine learning systems | external conference |
|
Apr-2019 | SPIE - Defense + Commercial Sensing 2019 | international with government |
| Uncertainty-aware Situational Understanding | external conference |
|
Apr-2019 | SPIE - Defense + Commercial Sensing 2019 | international with government |
| Properties of federated averaging on highly distributed data | external conference |
|
Apr-2019 | SPIE - Defense + Commercial Sensing 2019 | single institute |
| Federated Machine Learning for Multi-Domain Operations at the Tactical Edge | external conference |
|
Apr-2019 | SPIE - Defense + Commercial Sensing 2019 | collaborative with government |
| DAIS-ITA Scenario | external conference |
|
Apr-2019 | SPIE - Defense + Commercial Sensing 2019 | international with government |
| Towards a Learning-Algorithm Agnostic Generative Policy Model for Coalitions | external conference |
|
Apr-2019 | SPIE - Defense + Commercial Sensing 2019 | international |
| Developing the sensitivity of LIME for better machine learning explanation Variants: doc-2904 |
external conference |
|
Apr-2019 | SPIE - Defense + Commercial Sensing 2019 | international with government |
| Managing Training Data from Untrusted Partners Using Self-generating Policies | external conference |
|
Apr-2019 | SPIE - Defense + Commercial Sensing 2019 | international with government |
| VoI for complex AI based solutions in coalition environments | external conference |
|
Apr-2019 | SPIE - Defense + Commercial Sensing 2019 | international with government |
| Approaches to address the Data Skew Problem in Federated Learning | external conference |
|
Apr-2019 | SPIE - Defense + Commercial Sensing 2019 | international with government |
| Efficient Influence Maximization Under Network Uncertainty | external conference |
|
Apr-2019 | First International INFOCOM Workshop on Communications and Networking Aspects of Online Social Networks | international |
| Update Algebra: Toward Continuous, Non-Blocking Composition of Network Updates in SDN | external conference |
|
Apr-2019 | IEEE Conference on Computer Communications 2019 | international |
| Self Generating Policies for Machine Learning in Coalition Environments | book chapter |
|
Apr-2019 | Policy-Based Autonomic Data Governance, pp. 42-65. Springer, Cham, 2019. [link] | international with government |
| A Conceptual Architecture for Contractual Data Sharing in a Decentralised Environment | external conference |
|
Apr-2019 | SPIE - Defense + Commercial Sensing 2019 | international |
| A Survey of Indoor Localization Systems and Technologies | journal |
|
Apr-2019 | IEEE Communications Surveys & Tutorials [link] | single institute |
| Precedence: Enabling Compact Pipeline Layouts By Table Dependency Resolution | external conference |
|
Apr-2019 | The Symposium on SDN Research | single institute |
| Experiences Implementing Live VM Migration over the WAN with Multi-Path TCP | external conference |
|
Apr-2019 | IEEE Conference on Computer Communications 2019 | single institute |
| Optimal Energy Consumption for Communication, Computation, Caching and Quality Guarantee | journal |
|
Apr-2019 | IEEE Transactions on Control of Network Systems [link] | international with government |
| Enabling smart environments through scalable policy reasoning and IoT | journal |
|
Mar-2019 | Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9, no. 2 (2019): e1290. [link] | collaborative |
| Evidence to support common application switching behaviour on smartphones Variants: doc-4466 |
journal |
|
Mar-2019 | Royal Society open science 6, no. 3 (2019): 190018. [link] | international |
| ReStoCNet: Residual Stochastic Binary Convolutional Spiking Neural Network for Memory-Efficient Neuromorphic Computing | journal |
|
Mar-2019 | Frontiers in Neuroscience, 13, 189. [link] | single institute |
| NN-SAR: A Neural Network Approach for Spatial AutoRegression | external conference |
|
Mar-2019 | Information Quality and Quality of Service for Pervasive Computing (IQ2S 2019) | international |
| Understanding Patterns of Terrorism in India Using AI Machine Learning: 2007-2017 Variants: doc-5838,doc-5514 |
external conference |
|
Mar-2019 | Fifteenth International Conference on Technology, Knowledge & Society, Barcelona Spain | collaborative |
| Adaptive Federated Learning in Resource Constrained Edge Computing Systems | journal |
|
Mar-2019 | [link] | international with government |
| Explaining models: an empirical study of how explanations impact fairness judgment | external conference |
|
Mar-2019 | 24th International Conference on Intelligent User Interfaces | collaborative |
| Deep Learning Interpretability - Theory, techniques, and importantly, metrics Variants: doc-4913 |
invited talk |
|
Mar-2019 | Cardiff University Research Symposium | single institute |
| Deep Learning Interpretability - Theory, techniques, and importantly, metrics Variants: doc-4911 |
invited talk |
|
Mar-2019 | AI Wales discussion group | single institute |
| Transmission errors and influence maximization in the voter model | journal |
|
Mar-2019 | Journal of Statistical Mechanics: Theory and Experiment 2019, no. 3 (2019): 033401 [link] | single institute |
| Enabling Spike-based Backpropagation in State-of-the-art Deep Neural Network Architectures | tech report |
|
Mar-2019 | [link] | single institute |
| Methods and Tools for Policy Analysis | journal |
|
Feb-2019 | ACM Computing Surveys (CSUR), 51(6), 1-35. [link] | international with government |
| ProFact: A Provenance-based Analytics Framework for Access Control Policies Variants: doc-4446,doc-5772 |
journal |
|
Feb-2019 | IEEE Transactions on Services Computing [link] | international with government |
| Browser-Based Deep Behavioral Detection of Web Cryptomining with CoinSpy | external conference |
|
Feb-2019 | 26th Annual Network and Distributed System Security Symposium 2019 | single institute |
| Physics-Inspired Placement of Analytics Services on Heterogeneous Resources for Multisensor Fusion | external conference |
|
Feb-2019 | NATO STO 2019 | collaborative with government |
| Representing and Learning Grammars in Answer Set Programming Variants: doc-2854 |
external conference |
|
Jan-2019 | The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) | international |
| Networking at Information Centric Edge | book |
|
Jan-2019 | PhD thesis | single institute |
| Secure and Private Machine Learning for Smart Devices | book |
|
Jan-2019 | PhD thesis | single institute |
| Probabilistic Logic Programming with Beta-Distributed Random Variables Variants: doc-4380 |
external conference |
|
Jan-2019 | The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) | international with government |
| Fair Transfer Learning with Missing Protected Attributes | external conference |
|
Jan-2019 | AAAI/ACM Conference on Artificial Intelligence, Ethics and Society | collaborative |
| Optimizing in the Dark: Learning an Optimal Solution Through a Simple Request Interface Variants: doc-6006 |
external conference |
|
Jan-2019 | The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) | collaborative |
| Dynamic Patterns of Terrorist Networks: Efficiency and Security in the Evolution of Eleven Islamic Extremist Attack Networks Variants: doc-4464 |
journal |
|
Jan-2019 | Journal of Quantitative Criminology (JOQC) [link] | international |
| Location, Location, Location: Understanding Patterns of Terrorism in India (2007-2017) Using Artificial Intelligence Machine Learning Variants: doc-4002 |
journal |
|
Jan-2019 | The International Journal of Technology, Knowledge, and Society [link] | collaborative |
| Evidential Deep Learning to Quantify Classification Uncertainty | external conference |
|
Dec-2018 | Neural Information Processing Systems (NeurIPS) 2018 | collaborative with government |
| Learning to Simplify Distributed Systems Management | external conference |
|
Dec-2018 | IEEE Big Data 2018 | collaborative |
| Optimal Energy Tradeoff among Communication, Computation and Caching with QoI-Guarantee Variants: doc-4711 |
external conference |
|
Dec-2018 | IEEE Global Communications Conference 2018 | international with government |
| A Tool to Highlight Weaknesses and Strengthen Cases: CISpaces.org | external conference |
|
Dec-2018 | Jurix 2018 | collaborative |
| Model Poisoning Attacks in Federated Learning | external conference |
|
Dec-2018 | Neural Information Processing Systems (NeurIPS) 2018 | collaborative |
| Learning Light-Weight Edge-Deployable Privacy Models | external conference |
|
Dec-2018 | IEEE Big Data 2018 | international |
| Generating Natural Language Adversarial Examples | external conference |
|
Nov-2018 | EMNLP 2018 | collaborative |
| A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge Clouds | external conference |
|
Nov-2018 | ACM Mobicom 2018 workshop on Technologies for the Wireless Edge | international with government |
| A General Approach to Reasoning with Probabilities Variants: doc-3595 |
external conference |
|
Nov-2018 | 16th International Conference on Principles of Knowledge Representation and Reasoning | collaborative |
| Dynamic Distributed Orchestration of Node-RED IOT Workflows Using a Vector Symbolic Architecture | external conference |
|
Nov-2018 | WORKS 2018: 13th Workshop on Workflows in Support of Large-Scale | international |
| SCOPE: Sensemaking in Cyber Social Spaces | external conference |
|
Nov-2018 | NATO SET-262, Budapest, 5-6 Nov 2018 | international with government |
| Multimodal Explanations for AI-based Multisensor Fusion | external conference |
|
Nov-2018 | NATO SET-262, Budapest, 5-6 Nov 2018 | collaborative |
| Fine-Grained, Multi-Domain Network Resource Abstraction as a Fundamental Primitive to Enable High-Performance, Collaborative Data Sciences Variants: doc-2822 |
external conference |
|
Nov-2018 | SC18: International Conference for High Performance Computing, Networking, Storage and Analysis | collaborative |
| Sentio: Driver-in-the-Loop Forward Collision Warning Using Multisample Reinforcement Learning | external conference |
|
Nov-2018 | 16th ACM Conference on Embedded Networked Sensor Systems | single institute |
| Achieving Pareto-Optimal MI-Based Privacy-Utility Tradeoffs Under Full Data | journal |
|
Oct-2018 | IEEE Journal of Selected Topics in Signal Processing ( Volume: 12 , Issue: 5, Oct. 2018 ) [link] | collaborative |
| On the Design of Resource Allocation Algorithms for Low-Latency Video Analytics Variants: doc-5780 |
external conference |
|
Oct-2018 | IEEE Military Communications Conference (MILCOM) 2018 | international with government |
| Provisioning Robust and Interpretable AI/ML-based Service Bundles | external conference |
|
Oct-2018 | IEEE Military Communications Conference (MILCOM) 2018 | international |
| SDN Controller Placement with Delay-Overhead Balancing in Wireless Edge Networks | journal |
|
Oct-2018 | IEEE Transactions on Network and Service Management ( Early Access ) [link] | collaborative with government |
| Unsupervised estimation of domain applicability of models Variants: doc-5784 |
external conference |
|
Oct-2018 | IEEE Military Communications Conference (MILCOM) 2018 | international with government |
| Learning Service Semantics for Self-organization in Distributed Environments: Concepts and Research Directions | external conference |
|
Oct-2018 | IEEE Military Communications Conference (MILCOM) 2018 | international with government |
| Image Classification on the Edge for Fast Multi-Camera Object Tracking Variants: doc-5782 |
external conference |
|
Oct-2018 | IEEE Military Communications Conference (MILCOM) 2018 | international with government |
| Hows and Whys of Artificial Intelligence for Public Sector Decisions: Explanation and Evaluation | external conference |
|
Oct-2018 | AAAI Fall Symposium: AI in Government & Public Sector | collaborative |
| Stakeholders in Explainable AI | external conference |
|
Oct-2018 | AAAI Fall Symposium: AI in Government & Public Sector | international |
| OpenSDC: A Novel, Generic Datapath for Software Defined Coalitions | external conference |
|
Oct-2018 | IEEE Military Communications Conference (MILCOM) 2018 | international with government |
| Decentralized Public Key Infrastructure for Internet-of-Things | external conference |
|
Oct-2018 | IEEE Military Communications Conference (MILCOM) 2018 | collaborative |
| Effects of Time Horizons on Influence Maximization in the Voter Dynamics | journal |
|
Oct-2018 | Journal of Complex Networks, cny027, https://doi.org/10.1093/comnet/cny027 [link] | single institute |
| Uncertainty Aware AI ML: Why and How | external conference |
|
Oct-2018 | AAAI Fall Symposium 2018 | international with government |
| A Systems Approach to Achieving the Benefits of Artificial Intelligence in UK Defence | external conference |
|
Oct-2018 | AAAI fall symposium, 2018 | collaborative with government |
| Flexible SDN control in tactical ad hoc networks Variants: doc-3197 |
journal |
|
Oct-2018 | Elsevier Ad Hoc Networks Journal [link] | international |
| Probabilistic Augmentations for Knowledge Representation Formalisms | external conference |
|
Oct-2018 | Workshop on Hybrid Reasoning and Learning (HRL 2018) @ KR 2018 | collaborative |
| Federated AI for building AI Solutions across Multiple Agencies | external conference |
|
Oct-2018 | AAAI FSS-18 Conference | international with government |
| Deep Convolutional Bidirectional LSTM Based Transportation Mode Recognition | external conference |
|
Oct-2018 | 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers | collaborative |
| MaxHedge: Maximising a Maximum Online with Theoretical Performance Guarantees | tech report |
|
Oct-2018 | [link] | international with government |
| Indirect Reciprocity and the Evolution of Prejudicial Groups Variants: doc-4384 |
journal |
|
Sep-2018 | Nature, Scientific Reports volume 8, Article number: 13247 (2018) [link] | international |
| Network Classification in Temporal Networks Using Motifs | external conference |
|
Sep-2018 | 3rd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data | international |
| On the Convergence of the TTL Approximation for an LRU Cache under Independent Stationary Request Processes | journal |
|
Sep-2018 | ACM ToMPECS [link] | collaborative |
| AGENP: An ASGrammar-based GENerative Policy Framework Variants: doc-5802 |
external conference |
|
Sep-2018 | 2nd International Workshop on Policy-based Autonomic Data Governance (PADG 2018) | international |
| Value of Information: Quantification and Application to Coalition Machine Learning | external conference |
|
Sep-2018 | 2nd International Workshop on Policy-based Autonomic Data Governance (PADG 2018) | international with government |
| Can N-version Decision-Making Prevent the Rebirth of HAL 9000 in Military Camo? | external conference |
|
Sep-2018 | 2nd International Workshop on Policy-based Autonomic Data Governance (PADG 2018) | single institute |
| Self Generating Policies for Training Data Curation in Coalition Environments | external conference |
|
Sep-2018 | 2nd International Workshop on Policy-based Autonomic Data Governance (PADG 2018) | international with government |
| Probabilistic Graded Semantics | external conference |
|
Sep-2018 | COMMA 2018: 7th International Conference on Computational Models of Argument, Warsaw, Poland, 12-14 September 2018. | collaborative |
| CISpaces.org: from Fact Extraction to Report generation | external conference |
|
Sep-2018 | COMMA 2018: 7th International Conference on Computational Models of Argument, Warsaw, Poland, 12-14 September 2018. | collaborative |
| Routing Performance in Distributed SDN under Synchronization Constraint | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Representing and Learning Grammars in Answer Set Programming Variants: doc-3575 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Security Issues for Distributed Fusion in Coalition Environments Variants: doc-2694 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | collaborative |
| Classifying Types of Network Communities Using Motifs | external conference |
|
Sep-2018 | Machine Learning, Data Analytics and Modeling - DATAM18 at CCS18, Thessaloniki, Greece, 23-28 September 2018. | international |
| An Analysis of Reliability Using LIME with Deep Learning Models Variants: doc-3605 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Efficient Service Placement in Software-Defined Networks using Reinforcement Learning | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Enabling Collaboration Across the DAIS ITA Research Program | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Dynamic competitive opinion control: theory, simulations, and experiments | external conference |
|
Sep-2018 | Computational Social Science: from socio-physics to data-driven research on social complexity | international |
| Influence maximisation in real-world social networks | external conference |
|
Sep-2018 | Op-La-Dyn Understanding Opinion and Language Dynamics using massive data | international |
| Policy Support for Autonomous Swarms of Drones Variants: doc-5775 |
external conference |
|
Sep-2018 | 1st International Workshop on Emerging Technologies for Authorization and Authentication (2018) | collaborative with government |
| Self Generation of Policies for Training Data Curation | demo |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Exploration of the Effect of Task and User Role on the Evaluation of Interpretability Techniques | demo |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Coalition Situational Understanding Facilitated By Vector Symbolic Architecture | demo |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Optimized SDN Controller Placement Strategy in Edge Networks | demo |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | collaborative with government |
| Evaluating Competitive Influence Maximisation Strategies Using an Online Game | demo |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Merging Models Across Coalition Edge Devices using Generative Policy | demo |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Distributed Resource Allocation, An Experimentation and Demonstration Framework for Algorithm Evaluation | demo |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Understanding motifs in complex graphs | demo |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Understanding intolerance, conviction and extremism: interpreting an evolutionary model | demo |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Unsupervised detection of anomalous model inputs at and emergence of new classes at the edge | demo |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Learning and Reasoning in Complex Coalition Information Environments: a Critical Analysis Variants: doc-2685 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| On Adversarial Examples and Model Interpretability | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Social Network Motifs: A Comparison of Building Blocks across Multiple Social Networks Variants: doc-4499 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Network Cache Design under Stationary Requests: Exact Analysis and Poisson Approximation | external conference |
|
Sep-2018 | 6th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems 2018 | single institute |
| Looking Glass of NFV: Inferring the Structure and State of NFV Network from External Observations Variants: doc-3576 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| ProFact: A Provenance-based Analytics Framework for Access Control Policies Variants: doc-3887,doc-4446 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| A Policy System for Control of Data Fusion Processes and Derived Data Variants: doc-4264 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | collaborative |
| Self-Generation of Access Control Policies Variants: doc-2677 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Policy Support for Autonomous Swarms of Drones Variants: doc-3162 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | collaborative with government |
| Joint Data Compression and Caching: Approaching Optimality with Guarantees Variants: doc-2650 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems Variants: doc-3577 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| SDN Controller Placement at the Edge: Optimizing Delay and Overheads Variants: doc-2477 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | collaborative |
| Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds Variants: doc-3578,doc-5834 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | collaborative with government |
| On the Design of Resource Allocation Algorithms for Low-Latency Video Analytics Variants: doc-2976 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Online Mechanism Design using Reinforcement Learning for Cloud Resource Allocation Variants: doc-2726 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Image Classification on the Edge for Fast Multi-Camera Object Tracking Variants: doc-2996 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Doc2Img: A New Approach to Vectorization of Documents Variants: doc-2681 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Unsupervised estimation of domain applicability of models Variants: doc-2992 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Supporting Scientific Enquiry with Uncertain Sources Variants: doc-2691 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | collaborative with government |
| Human-in-the-Loop Situational Understanding using Subjective Bayesian Networks: Experimental Results Variants: doc-2209 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Implication of the Independence Assumption for Trust Estimation over Dependent Propositions Variants: doc-2692 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | collaborative with government |
| Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems Variants: doc-2722 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| GenAttack: Practical Black-box Attacks with Gradient-Free Optimization Variants: doc-4070 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | collaborative |
| Policy discovery and modelling in social groups | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| The role of motifs in understanding behavior in social and engineered networks Variants: doc-2309 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| gl2vec: Learning Feature Representation Using Graphlets for Directed Networks Variants: doc-4826,doc-5841 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures Variants: doc-3579,doc-4367 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| AGENP: An ASGrammar-based GENerative Policy Framework Variants: doc-2802 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Capacity of Distributed SDC Resources | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| A Universally Good Coreset for Distributed Machine Learning | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | collaborative with government |
| A queueing-theoretic model for resource allocation in one-dimensional distributed analytics network Variants: doc-2770 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Adaptive Routing of Requests to Distributed Analytics Models | demo |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Application of Generative Policy to Software Defined Slices | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| High-level, Unified SDC Programming with Automatic, Consistent, Fast Updates | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | collaborative with government |
| Efficient Inference of Spatial and Temporal Conditions of Large Distributed Networks Variants: doc-4125 |
internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Knowledge Sharing Between Heterogeneous Agents in a Coalition Setting | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | collaborative with government |
| Routing Performance in Distributed SDN under Synchronization Constraint | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Social impact from in-group similarity: an extension of Axelrod’s model on cultural polarisation | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Node-motifs: profiling nodes through motif-based analysis in social networks | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| The coevolution of identity fusion, social networks and the devoted actor | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international with government |
| Neural Routing | internal conference |
|
Sep-2018 | Annual Fall Meeting of the DAIS ITA, 2018 | international |
| Uncertainty-aware Artificial Intelligence for More Effective Decision Making | external conference |
|
Aug-2018 | Army Science & Technology Symposium & Showcase | collaborative with government |
| SFP: Toward Interdomain Routing for SDN Networks | poster |
|
Aug-2018 | SIGCOMM18 Proceedings of the ACM SIGCOMM 2018 Conference on Posters and Demos Pages 87-89 | collaborative |
| Trident: Toward a Unified SDN Programming Framework with Automatic Updates | external conference |
|
Aug-2018 | SIGCOMM '18, August 20–25, 2018, Budapest, Hungary | collaborative |
| Fine-Grained, Multi-Domain Network Resource Abstraction as a Fundamental Primitive to Enable High-Performance, Collaborative Data Sciences Variants: doc-4064 |
poster |
|
Aug-2018 | SIGCOMM '18, August 20–25, 2018, Budapest, Hungary | collaborative |
| Practical adversarial attacks against challenging models environments | invited talk |
|
Aug-2018 | collaborative | |
| SpiLinC: Spiking Liquid-Ensemble Computing for Unsupervised Speech and Image Recognition | journal |
|
Aug-2018 | Front. Neurosci., 23 August 2018 | https://doi.org/10.3389/fnins.2018.00524 [link] | single institute |
| Social Network Motifs: A Comparison of Building Blocks across Multiple Social Networks Variants: doc-4497 |
external conference |
|
Aug-2018 | American Sociological Association Meeting 2018 | international |
| It's Hard to Share: Joint Service Placement and Request Scheduling in Edge Clouds with Sharable and Non-sharable Resources | external conference |
|
Jul-2018 | International conference on Distributed Computing Systems | international |
| Doc2Img: A New Approach to Vectorization of Documents Variants: doc-5783 |
external conference |
|
Jul-2018 | 21st International Conference on Information Fusion | international |
| Learning and Reasoning in Complex Coalition Information Environments: a Critical Analysis Variants: doc-4493 |
external conference |
|
Jul-2018 | 21st International Conference on Information Fusion | international with government |
| Supporting Scientific Enquiry with Uncertain Sources Variants: doc-5785 |
external conference |
|
Jul-2018 | 21st International Conference on Information Fusion | collaborative with government |
| Trust Estimation of Sources Over Correlated Propositions Variants: doc-5789 |
external conference |
|
Jul-2018 | 21st International Conference on Information Fusion | collaborative with government |
| Security Issues for Distributed Fusion in Coalition Environments Variants: doc-2863 |
external conference |
|
Jul-2018 | 21st International Conference on Information Fusion | collaborative with government |
| Distributed Machine Learning in Coalition Environments: Overview of Techniques | external conference |
|
Jul-2018 | 21st International Conference on Information Fusion | international with government |
| Why the Failure? How Adversarial Examples Can Provide Insights for Interpretable Machine Learning | external conference |
|
Jul-2018 | 21st International Conference on Information Fusion | international with government |
| How to prevent Skynet from forming (A Perspective from Policy-based Autonomic Device Management) | external conference |
|
Jul-2018 | International conference on Distributed Computing Systems | international with government |
| DDP: Distributed Network Updates in SDN | external conference |
|
Jul-2018 | International conference on Distributed Computing Systems | collaborative |
| How Better is Distributed SDN? An Analytical Approach | tech report |
|
Jul-2018 | international with government | |
| Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems Variants: doc-5790 |
external conference |
|
Jul-2018 | ICML Workshop on Human Interpretability in Machine Learning (WHI 2018) | international |
| Q-placement: Reinforcement-Learning-Based Service Placement in Software-Defined Networks | external conference |
|
Jul-2018 | International conference on Distributed Computing Systems | international with government |
| Online Mechanism Design using Reinforcement Learning for Cloud Resource Allocation Variants: doc-5781 |
external conference |
|
Jul-2018 | AAMAS-IJCAI Workshop on Agents & Incentives in AI (AI^3 2018) | international |
| Mesoscopic signatures of covert groups: changes in motif composition of the Provisional Irish Republican Army from 1970 to 1989 | external conference |
|
Jul-2018 | 4th International Conference on Computational Social Science | single institute with government |
| SDN-enabled Tactical Ad Hoc Networks: Extending Programmable Control to the Edge | journal |
|
Jul-2018 | IEEE Communications Magazine ( Volume: 56, Issue: 7, JULY 2018 ) [link] | collaborative |
| Implicit Terrorist Networks: A Two-Mode Social Network Analysis of Terrorism in India | external conference |
|
Jul-2018 | SBP-BRiMS 2018: Social, Cultural, and Behavioral Modeling pp 340-347 | collaborative |
| The Local Structure of Social Groups in Network Motifs | external conference |
|
Jul-2018 | XXXVIII Sunbelt Conference, Utrecht, Netherlands, 2018. | international |
| Conversational Control Interface to Facilitate Situational Understanding in a City Surveillance Setting | external conference |
|
Jul-2018 | LaCATODA 2018 - Linguistic and Cognitive Approaches To Dialog Agents | collaborative |
| Swing: Swarm Computing for Mobile Sensing | external conference |
|
Jul-2018 | 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS) 2018 | collaborative |
| JMS: Joint Bandwidth Allocation and Flow Assignment for Data Transfers with Multiple Sources | external conference |
|
Jul-2018 | 2018 IEEE Third International Conference on Data Science in Cyberspace (DSC) | collaborative |
| A Policy System for Control of Data Fusion Processes and Derived Data Variants: doc-5773 |
external conference |
|
Jul-2018 | 21st International Conference on Information Fusion | collaborative |
| Self-Generation of Access Control Policies Variants: doc-5774 |
external conference |
|
Jun-2018 | ACM SACMAT 2018 | international with government |
| The Role of Caching in Future Communication Systems and Networks | journal |
|
Jun-2018 | IEEE Journal on Selected Areas in Communications ( Volume: 36, Issue: 6, June 2018) [link] | collaborative |
| A Scalable Vector Symbolic Architecture Approach for Decentralized Workflows Best paper award |
external conference |
|
Jun-2018 | COLLA 2018 | international |
| A queueing theoretic model for resource allocation in one-dimensional distributed analytics network Variants: doc-5808 |
external conference |
|
Jun-2018 | Workshop on MAthematical performance Modeling and Analysis (MAMA) | international with government |
| Proactive Retention-Aware Caching with Multi-path Routing for Wireless Edge Networks | journal |
|
Jun-2018 | IEEE Journal on Selected Areas in Communications [link] | collaborative |
| Frontier: Resilient Edge Processing for the Internet of Things | journal |
|
Jun-2018 | Proceedings of the VLDB Endowment VLDB Endowment Hompage archive Volume 11 Issue 10, June 2018 Pages 1178-1191 [link] | international |
| Enabling Edge Devices that Learn from Each Other: Cross Modal Training for Activity Recognition | external conference |
|
Jun-2018 | EdgeSys18 Proceedings of the 1st International Workshop on Edge Systems, Analytics and Networking Pages 37-42 | collaborative |
| RED/LED: An Asymptotically Optimal and Scalable Online Algorithm for Service Caching at the Edge | journal |
|
Jun-2018 | IEEE Journal on Selected Areas in Communications ( Volume: 36 , Issue: 8 , Aug. 2018 ) [link] | collaborative with government |
| Optimizing Data Analytics in Energy Constrained IoT Networks | external conference |
|
May-2018 | WiOpt 2018 | collaborative |
| Social-collaborative determinants of content quality in online knowledge production systems: comparing Wikipedia and Stack Overflow | journal |
|
May-2018 | Social Network Analysis and Mining volume 8, Article number: 36 (2018) | single institute |
| Integrating Learning and Reasoning Services for Explainable Information Fusion | external conference |
|
May-2018 | ICPRAI 2018 - International Conference on Pattern Recognition and Artificial Intelligence | collaborative |
| Optimizing Timer-based Policies for General Cache Networks | tech report |
|
May-2018 | arXiv:1711.03941v2 [cs.NI] 14 May 2018 | international with government |
| Network-based indicators of Bitcoin bubbles | tech report |
|
May-2018 | [link] | collaborative |
| Dynamics of new strain emergence on a temporal network | tech report |
|
May-2018 | [link] | collaborative |
| The role of motifs in understanding behavior in social and engineered networks Variants: doc-5799 |
external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | international |
| A computational framework for modelling inter-group behaviour using psychological theory | external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | international with government |
| SDN Controller Placement at the Edge: Optimizing Delay and Overheads Variants: doc-5778 |
external conference |
|
Apr-2018 | IEEE Conference on Computer Communications 2018 | collaborative |
| Service Entity Placement for Social Virtual Reality Applications in Edge Computing | external conference |
|
Apr-2018 | IEEE Conference on Computer Communications 2018 | collaborative |
| When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning | external conference |
|
Apr-2018 | IEEE Conference on Computer Communications 2018 | international with government |
| Toward the First SDN Programming Capacity Theorem on Realizing High-Level Programs on Low-Level Datapaths | external conference |
|
Apr-2018 | IEEE Conference on Computer Communications 2018 | collaborative |
| DR-Cache: Distributed Resilient Caching with Latency Guarantees | external conference |
|
Apr-2018 | IEEE Conference on Computer Communications 2018 | international |
| Prophet: Fast Accurate Model-based Throughput Prediction for Reactive Flow in DC Networks | external conference |
|
Apr-2018 | IEEE Conference on Computer Communications 2018 | collaborative |
| Distributed Machine Learning at Resource-Limited Edge Nodes | demo |
|
Apr-2018 | IEEE Conference on Computer Communications 2018 | international |
| Understanding information leakage of distributed inference with deep neural networks: Overview of information theoretic approach and initial results | external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | international |
| The Generative Policy Approach for Dynamic Collaboration in Coalition Environments | external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | international with government |
| Machine learning approaches for small data in sensor fusion applications | external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | international |
| Reasoning and Learning Services for Coalition Situational Understanding | external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | international |
| When data lie: fairness and robustness in contested environments | external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | international |
| Distributed analytics for audio sensing applications | external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | international |
| Machine learning for dynamic resource allocation at network edge | external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | international |
| Joint Data Compression and Caching: Approaching Optimality with Guarantees Variants: doc-5776 |
journal |
|
Apr-2018 | Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering Pages 229-240 [link] | international with government |
| On Similarity Prediction and Pairwise Clustering | external conference |
|
Apr-2018 | JMLR: Workshop and Conference Proceedings 83:1–28, 2018 29th International Conference on Algorithmic Learning Theory | collaborative |
| Resisting Influence: How the Strength of Predispositions to Resist Control Can Change Strategies for Optimal Opinion Control in the Voter Model | journal |
|
Apr-2018 | Front. Robot. AI, 17 April 2018 | https://doi.org/10.3389/frobt.2018.00034 [link] | single institute |
| The Challenge of Access Control Policies Quality | journal |
|
Apr-2018 | ACM Journal of Data and Information Quality (JDIQ) [link] | international with government |
| Asking Why in AI: Explainability of Intelligent Systems—Perspectives and Challenges | journal |
|
Apr-2018 | Intelligent Systems in Accounting, Finance and Management [link] | single institute |
| Stochastic Models and Wide-Area Network Measurements for Blockchain Design and Analysis | external conference |
|
Apr-2018 | IEEE Conference on Computer Communications 2018 | collaborative |
| Social‑collaborative determinants of content quality in online knowledge production systems: comparing Wikipedia and Stack Overflow | journal |
|
Apr-2018 | Social Network Analysis and Mining, 8(1), 36. [link] | single institute |
| Balancing distributed analytics energy consumption using physics-inspired models | external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | international with government |
| An algorithm for model fusion for distributed learning | external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | international |
| Resource management in distributed SDN using reinforcement learning | external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | international |
| Generation and management of training data for AI-based algorithms targeted at coalition operations | external conference |
|
Apr-2018 | SPIE - Defense + Commercial Sensing 2018 | collaborative with government |
| On a Class of Stochastic Multilayer Networks | journal |
|
Mar-2018 | Proceedings of the ACM on Measurement and Analysis of Computing Systems - SIGMETRICS [link] | collaborative |
| Experimentation With Fuzzy Interest Forwarding in Named Data Networking | external conference |
|
Feb-2018 | [link] | collaborative with government |
| Distributed AI and Security Issues in Federated Environments | external conference |
|
Jan-2018 | Workshop on Smart and Connected Communities: Technological Foundations, Challenges and Opportunities (SCC-2018) | collaborative with government |
| Inferring Smartphone Users Handwritten Patterns by Using Motion Sensors Best paper award |
external conference |
|
Jan-2018 | International Conference on Information Systems Security and Privacy 2018 | collaborative |
| Utilitarian Placement of Composite Services | external conference |
|
Jan-2018 | IEEE Transactions on Network and Service Management [link] | collaborative |
| DarNet: A Deep Learning Solution for Distracted Driving Detection | external conference |
|
Dec-2017 | ACM/IFIP/USENIX Middleware 2017 | collaborative |
| Did you hear that? Adversarial Examples Against Automatic Speech Recognition | external conference |
|
Dec-2017 | Machine Deception Workshop 2017 | single institute |
| Utility-centric Networking: Balancing Transit Costs with Quality of Experience | journal |
|
Dec-2017 | IEEE/ACM Transactions on Networking, 2017, DOI: 10.1109/TNET.2017.2780257 [link] | collaborative |
| Improving Data Sharing in Data Rich Environments | external conference |
|
Dec-2017 | 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) | international |
| Community-based Self Generation of Policies and Processes for Assets: Concepts and Research Directions | external conference |
|
Dec-2017 | 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) | international |
| Identifying Sensor Accesses from Service Descriptions | external conference |
|
Dec-2017 | 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) | international |
| Combining Semantic Web and IoT to Reason with Health and Safety Policies | external conference |
|
Dec-2017 | 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) | collaborative |
| Edge Computing Architecture for applying AI to IoT | external conference |
|
Dec-2017 | 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) | international |
| Policy Enabled Caching for Distributed AI | external conference |
|
Dec-2017 | 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) | international |
| Research Challenges in Dynamic Policy-Based Autonomous Security | external conference |
|
Dec-2017 | 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) | international with government |
| Measures of Network Centricity for Edge Deployment of IoT Applications | external conference |
|
Dec-2017 | Big Data Analytics and Internet of Things workshop | international |
| LightSpy: Optical Eavesdropping on Displays Using Light Sensors on Mobile Devices | external conference |
|
Dec-2017 | 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) | collaborative |
| Unsupervised Transformation Learning via Convex Relaxations | external conference |
|
Dec-2017 | NIPS 2017 | single institute |
| ECF: An MPTCP Path Scheduler to Manage Heterogeneous Paths | external conference |
|
Dec-2017 | 13th International Conference on emerging Networking EXperiments and Technologies | international |
| On the Improvement of Classifying EEG Recordings Using Neural Networks | external conference |
|
Dec-2017 | IEEE Big Data 20187 | collaborative |
| A Framework for Modelling the Effect of Emotion on Uncritical Reasoning Variants: doc-1820 |
external conference |
|
Nov-2017 | Knowledge Systems for Coalition Operations 2017 | international with government |
| Whom to Query? Spatially-Blind Participatory Crowdsensing under Budget Constraints | external conference |
|
Nov-2017 | First ACM Workshop On Mobile Crowdsensing Systems And Applications | collaborative |
| Conversational Services for Multi-Agency Situational Understanding | external conference |
|
Nov-2017 | AAAI Fall Symposium on Cognitive Assistance in Government and Public Sector Applications | collaborative |
| Computing Messages that Reveal Selected Inferences while Protecting Others | external conference |
|
Nov-2017 | 2017 IEEE Information Theory Workshop | collaborative |
| Fuzzy Interest Forwarding Best paper award |
external conference |
|
Nov-2017 | Asian Internet Engineering Conference (AINTEC 2017) | collaborative with government |
| Unicorn: Unified Resource Orchestration for Multi-Domain, Geo-Distributed Data Analytics Variants: doc-1395,doc-3592 |
external conference |
|
Nov-2017 | Innovating the Network for Data Intensive Science | collaborative |
| Dynamic Patterns of Terrorist Networks: A Comparison of Common Structures in Terrorist Network Ties Variants: doc-4709 |
external conference |
|
Nov-2017 | Annual meeting of the American Society of Criminologists. November, 2017. Philadelphia, PA. | international |
| On max-min fair allocation for multi-source transmission | journal |
|
Nov-2017 | 2017 IEEE Information Theory Workshop | collaborative |
| Learning Information Release Policies for Preventing Intersection Attacks | external conference |
|
Oct-2017 | IEEE Military Communications Conference (MILCOM) 2017 | international |
| Provenance-based Scientific Workflow Search | external conference |
|
Oct-2017 | IEEE 13th International Conference on e-Science | international |
| Stability and fracture of social groups | external conference |
|
Oct-2017 | 55th Annual Allerton Conference on Communication, Control, and Computing (2017) | international with government |
| Improving Traffic Prediction Using Weather Data | invited talk |
|
Oct-2017 | Spark summit Europe, 2017 | single institute |
| AI and ML in Complex Data Environments | invited talk |
|
Oct-2017 | IEEE Military Communications Conference (MILCOM) 2017 | single institute |
| A Deep Convolutional Network for Traffic Congestion Classification | external conference |
|
Sep-2017 | NATO STO-IST-158/RSM-010 - Content Based Real-Time Analytics of Multi-Media Streams | international |
| Cognitively Mediated Research Discovery - A context-aware rich visualized knowledge graph co-created by humans and machines using a common language | external conference |
|
Sep-2017 | Hybrid Human-Machine Computing (HHMC): From Human Computation to Social Computing and Beyond | international with government |
| Improving Security in Coalition Tactical Environments using an SDN approach | book chapter |
|
Sep-2017 | GSSNOA 2016 : Guide to Security in SDN and NFV - Challenges, Opportunities, and Applications [link] | international with government |
| Generative Policy Architecture for Access Control Use Case | demo |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Visualising the evolution of inter-group prejudice | demo |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Seeing ISIS: Visualizing Groups in the Coalition Context | demo |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Demonstrating a Framework for Modelling the Effect of Emotion on Uncritical Reasoning | demo |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Decentralized Workflows Using Vector Symbolic Architectures | demo |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| A Prototype Systems Architecture for Coalition Situational Understanding | demo |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| A Cognitive Policy Framework for next-Generation Distributed Federated Systems Variants: doc-1224 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Provenance-based Analytics Services for Access Control Policies Variants: doc-1234 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Intra-Group Tension under Inter-group Conflict: A Generative Model using Group Social Norms and Identity Variants: doc-1286 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Semantic Workflow Encoding Using Vector Symbolic Architectures | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Human-in-the-Loop Situational Understanding via Subjective Bayesian Networks Variants: doc-1453 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Deep Learning for Situational Understanding Variants: doc-1276 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Policy Analysis for Drone Systems: An Argumentation-based Approach Variants: doc-1085 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Framework for Behavioral Analytics in Generative Policy Management Systems Variants: doc-1024 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | collaborative with government |
| Tractable Policy Management Framework for IoT Variants: doc-1110 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Next Generation Firewalls for Dynamic Coalitions Variants: doc-1403 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Decision-Making in Policy Governed Human-Autonomous Systems Teams Variants: doc-1415 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Mission Support for Drones: a Policy Based Approach Variants: doc-1218 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Data Distribution and Scheduling for Distributed Analytics Tasks Variants: doc-1410 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Opportunities and Challenges for Named Data Networking to Increase the Agility of Military Coalitions Variants: doc-1409 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| NAC: Name-Based Access Control in Named Data Networking Variants: doc-1822 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | single institute |
| A Generative Model For Predicting Terrorist Incidents Variants: doc-1009 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Identifying the Patterns of Terrorism in India: A Two Mode Social Network Approach Variants: doc-1340,doc-1252 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | collaborative |
| Heuristic Algorithms for Influence Maximization with Partial Information Variants: doc-1461 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| A Conceptual Framework of Group Evolution: Considerations for Decision Makers and Analysts Variants: doc-1401 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Parameterising the Dynamics of Inter-Group Conflict from Real World Data Variants: doc-1419 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Cognitive Computing for Coalition Situational Understanding Variants: doc-1428 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Distributed Opportunistic Sensing and Fusion for Traffic Congestion Detection Variants: doc-1426 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Interpretability of Deep Learning Models: A Survey of Results Variants: doc-1399 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation Variants: doc-922 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | collaborative |
| RSTensorFlow: GPU Enabled TensorFlow for Deep Learning on Commodity Android Devices Variants: doc-1241 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | single institute |
| A Practical Application of Black Box Interpretability | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Towards an Architecture for Policy Based Management of Software Defined Coalitions Variants: doc-1417 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Human-Agent Reasoning about Civil-Military Consideration Using Controlled Natural Language | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Recognition of Traffic Congestion State using a Deep Convolutional Network | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Influence Maximisation on Networks Predicted by Generative Models | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Robust Network Connectivity: a Percolation Study | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | collaborative with government |
| Resilient, Coding-Based Data Forwarding for Software Defined Mobile Tactical Networks | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| A Self-organizing SDN Architecture for Mobile Tactical Edge Networks | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| On Quantifying Performance Enhancement of Distributed SDN Architecture | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Toward Interconnection Abstractions to Realize Efficient and Agile SDC Networking | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Mathematical modeling framework for external group stability and fracture | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Mitigating Adversarial Examples in Neural Networks | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | collaborative |
| A Framework for Modelling the Effect of Emotion on Uncritical Reasoning Variants: doc-1806 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| NAC: Name-Based Access Control in Named Data Networking Variants: doc-1694 |
external conference |
|
Sep-2017 | ACM conference on Information-centric Networking 2017 | single institute |
| Inference Privacy: A Paradigm for Protecting User Privacy Through Controlled Inferences | invited talk |
|
Sep-2017 | National Institute of Standards and Technology (NIST) | single institute |
| Flexible SDN Control in Tactical Ad Hoc Networks Variants: doc-3055 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Social Network Motifs: A Comparison of Social Groups | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Dynamic Patterns of Terrorist Networks: A Comparison of Common Structures in Terrorist Group Ties Variants: doc-2740 |
external conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Energy Tradeoff among Communication, Computation and Caching with QoI-Guarantee in Wireless Sensor Networks Variants: doc-3582 |
internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| Distributed Machine Learning at Resource-Limited Tactical Edge: Performance Bound and Control Algorithm | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international with government |
| It's Hard to be Social: Joint Service Placement and Request Scheduling for Social Edge Applications | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Analytics Capacity: Theoretical Formulation and Scaling Laws | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | collaborative with government |
| Distributed Machine Learning at Resource-Limited Tactical Edge: Demo | demo |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Data Transfer for Distributed Analytics with Latency Constraints | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Online Mechanism Design for Resource Allocation using Reinforcement Learning | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Latency-Free Distributed Averaging for Analytics Tasks | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Prophet: Resource State Abstraction as a Primitive for Coalition Networks | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Unicorn: Unified Resource Orchestration for Software Defined Coalitions | internal conference |
|
Sep-2017 | Annual Fall Meeting of the DAIS ITA, 2017 | international |
| Do Sticky Elites Produce Online Knowledge of Higher Quality? | external conference |
|
Aug-2017 | 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining | single institute |
| Bringing SDN to the Mobile Edge | external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international |
| SFP: Toward a Scalable, Efficient, Stable Protocol for Federation of Software Defined Networks | external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international |
| Unicorn: Unified Resource Orchestration for Multi-Domain, Geo-Distributed Data Analytics Variants: doc-1975,doc-3592 |
external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international |
| Generative Policy model for Autonomic Management | external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international with government |
| Interpretability of Deep Learning Models: A Survey of Results Variants: doc-1710 |
external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international with government |
| A Conceptual Framework of Group Evolution: Considerations for Decision Makers and Analysts Variants: doc-1702 |
external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international with government |
| Next Generation Firewalls for Dynamic Coalitions Variants: doc-1683 |
external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international with government |
| Argumentation-based Policy Analysis for Drone Systems | external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international |
| Verification Techniques for Policy based Systems | external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | collaborative |
| Opportunities and Challenges for Named Data Networking to Increase the Agility of Military Coalitions Variants: doc-1691 |
external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international with government |
| Data Distribution and Scheduling for Distributed Analytics Tasks Variants: doc-1689 |
external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international with government |
| Physics-inspired Models for Agile Code and Data in Federated Edges | external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international with government |
| Decision-Making in Policy Governed Human-Autonomous Systems Teams Variants: doc-1685 |
external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international |
| Towards an Architecture for Policy-Based Management of Software Defined Coalitions Variants: doc-1718 |
external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international with government |
| Parameterising the Dynamics of Inter-Group Conflict from Real World Data Variants: doc-1704 |
external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international |
| Influence Maximisation beyond Organisational Boundaries | external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international |
| Mathematical models for social group behavior | external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international with government |
| Decentralized Microservice Workflows for Coalition Environments | external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international |
| Distributed Opportunistic Sensing and Fusion for Traffic Congestion Detection Variants: doc-1708 |
external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international with government |
| Cognitive Computing for Coalition Situational Understanding Variants: doc-1706 |
external conference |
|
Aug-2017 | International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations | international |
| Human-in-the-Loop Situational Understanding via Subjective Bayesian Networks Variants: doc-1673 |
external conference |
|
Aug-2017 | Fifth International Workshop on Graph Structures for Knowledge Representation and Reasoning | international with government |
| Heuristic Algorithms for Influence Maximization in Partially Observable Social Networks Variants: doc-1700 |
external conference |
|
Aug-2017 | 3rd International Workshop on Social Influence Analysis | international |
| Simple Human Experiments Regarding Locally Observed Collective Knowledge (SHERLOCK) | invited talk |
|
Aug-2017 | Invited talk at IBM Almaden | single institute |
| Live Service Migration in Mobile Edge Clouds | journal |
|
Aug-2017 | IEEE Communications Magazine 2017 [link] | international |
| Subjective Bayesian Networks and Human-in-the-Loop Situational Understanding Variants: doc-5788 |
book chapter |
|
Aug-2017 | Fifth International Workshop on Graph Structures for Knowledge Representation and Reasoning [link] | international with government |
| Deep Learning for Situational Understanding Variants: doc-1675 |
external conference |
|
Jul-2017 | 20th International Conference on Information Fusion | international |
| Intra-Group Tension under Inter-group Conflict: A Generative Model using Group Social Norms and Identity Variants: doc-1665 |
external conference |
|
Jul-2017 | 8th International Conference on Applied Human Factors and Ergonomics | international with government |
| On the Evolution of ndnSIM: an Open-Source Simulator for NDN Experimentation | journal |
|
Jul-2017 | ACM Computer Communication Review, July 2017 [link] | single institute |
| Hold'em Caching: Proactive Retention-Aware Caching with Multi-path Routing for Wireless Edge Networks | external conference |
|
Jul-2017 | 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017 | collaborative |
| Identifying the Patterns of Terrorism in India: A Two Mode Social Network Approach Variants: doc-1698,doc-1252 |
external conference |
|
Jul-2017 | 2017 International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation | collaborative |
| Mission Support for Drones: A Policy Based Approach Variants: doc-1687 |
external conference |
|
Jun-2017 | 3rd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications | international |
| A Cognitive Policy Framework for Next-Generation Distributed Federated Systems - Concepts and Research Directions Variants: doc-1659 |
external conference |
|
Jun-2017 | International conference on Distributed Computing Systems, 2017 | international with government |
| NOVA: Towards On-Demand Equivalent Network View Abstraction for Network Optimization | external conference |
|
Jun-2017 | International Symposium on Quality of Service, 2017 | collaborative |
| Provenance-based Analytics Services for Access Control Policies Variants: doc-1661 |
external conference |
|
Jun-2017 | 13th IEEE World Congress on Services | international with government |
| RSTensorFlow: GPU Enabled TensorFlow for Deep Learning on Commodity Android Devices Variants: doc-1714 |
external conference |
|
Jun-2017 | ACM 1st International Workshop on Embedded and Mobile Deep Learning | single institute |
| SHERLOCK: Experimental evaluation of a conversational agent for mobile information tasks | journal |
|
Jun-2017 | IEEE Transactions on Human-Machine Systems, 47(6), 1017-1028 [link] | international with government |
| LRU Cache under Stationary Requests | external conference |
|
Jun-2017 | 2017 Workshop on MAthematical performance Modeling and Analysis | collaborative |
| Hit Rate vs. Hit Probability Based Cache Utility Maximization | external conference |
|
Jun-2017 | 2017 Workshop on MAthematical performance Modeling and Analysis | single institute |
| SOM-TC: Self-Organizing Map for Hierarchical Trajectory Clustering | external conference |
|
Jun-2017 | International conference on Distributed Computing Systems, 2017 | single institute |
| Falling Behind: Dynamic Models of the Costs of High School Transitions for Social Networks and GPA Best poster award |
external conference |
|
Jun-2017 | Population Association of America, Annual Meeting, 2017 | single institute |
| Dynamic Policies for Cooperative Networked Systems | external conference |
|
Jun-2017 | 12th Workshop on the Economics of Networks, Systems and Computation | collaborative |
| Distributed Intelligence: Trends in the Management of Complex Systems | external conference |
|
Jun-2017 | ACM Symposium on Access Control Models and Technologies (SACMAT) 2017 | collaborative |
| On Pairwise Clustering with Side Information | tech report |
|
Jun-2017 | collaborative | |
| Online Learning-Assisted VNF Service Chain Scaling with Network Uncertainties | external conference |
|
Jun-2017 | IEEE Conference on Cloud Computing 2017 | collaborative |
| Policy Conflict Resolution in IoT via Planning Variants: doc-1677 |
external conference |
|
May-2017 | 30th Canadian Conference on Artificial Intelligence | international |
| Comparing Software Defined Architectures for Coalition Operations | external conference |
|
May-2017 | International Conference on Military Communications and Information Systems 2017 | international with government |
| A Generative Model For Predicting Terrorist Incidents Variants: doc-1696 |
external conference |
|
Apr-2017 | SPIE - Defense + Commercial Sensing 2017 | international with government |
| A blockchain based architecture for asset management in coalition operations | external conference |
|
Apr-2017 | SPIE - Defense + Commercial Sensing 2017 | international |
| Dynamic Network based Learning Systems for Sensor Information Fusion | external conference |
|
Apr-2017 | SPIE - Defense + Commercial Sensing 2017 | international |
| From Evolution to Revolution: Understanding Mutability in Large and Disruptive Human Groups | external conference |
|
Apr-2017 | SPIE - Defense + Commercial Sensing 2017 | international with government |
| Coalitions of Things: Supporting ISR Tasks via Internet of Things Approaches | external conference |
|
Apr-2017 | SPIE - Defense + Commercial Sensing 2017 | international with government |
| Framework for behavioral analytics in anomaly identification Variants: doc-1679 |
external conference |
|
Apr-2017 | SPIE - Defense + Commercial Sensing 2017 | collaborative with government |
| Using machine learning to emulate human hearing for predictive maintenance of equipment | external conference |
|
Apr-2017 | SPIE - Defense + Commercial Sensing 2017 | international |
| Audio Analysis as a Control Knob for Social Sensing | external conference |
|
Apr-2017 | International Workshop on Social Sensing 2017 | international |
| Instinctive analytics for coalition operations | external conference |
|
Apr-2017 | SPIE - Defense + Commercial Sensing 2017 | international |
| Dynamic and adaptive policy models for coalition operations | external conference |
|
Apr-2017 | SPIE - Defense + Commercial Sensing 2017 | international with government |
| Tractable Policy Management Framework for Cognitive IoT Variants: doc-1681 |
external conference |
|
Apr-2017 | SPIE - Defense + Commercial Sensing 2017 | international |
| Smart coalition systems: a deep machine learning approach | external conference |
|
Apr-2017 | SPIE - Defense + Commercial Sensing 2017 | international |
| Invocation Oriented Architecture for Agile Code and Agile Data | external conference |
|
Apr-2017 | SPIE - Defense + Commercial Sensing 2017 | international with government |
| Identifying the Patterns of Terrorism in India: A Two Mode Social Network Approach Variants: doc-1698,doc-1340 |
poster |
|
Mar-2017 | Penn State Graduate Exhibition, 2017 | collaborative |
| Automation Bias with a Conversational Interface: User confirmation of misparsed information | external conference |
|
Mar-2017 | IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2017 | international with government |
| Non-negative matrix factorization of signals with overlapping events for event detection applications | external conference |
|
Mar-2017 | The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing | single institute |
| SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation Variants: doc-1712 |
external conference |
|
Mar-2017 | 1st International Workshop on Behavioral Implications of Contextual Analytics | collaborative |
| A Knowledge Driven Policy Framework for Internet of Things | external conference |
|
Feb-2017 | 9th International Conference on Agents and Artificial Intelligence | international |
| Conversational Homes Best paper award Variants: doc-1963 |
external conference |
|
Feb-2017 | The Ninth International Conference on Advanced Cognitive Technologies and Applications | collaborative |
| Towards A Distributed Federated Brain Architecture using Cognitive IoT Devices Best paper award |
external conference |
|
Feb-2017 | The Ninth International Conference on Advanced Cognitive Technologies and Applications | international |
| Online Placement of Multi-Component Applications in Edge Computing Environments | journal |
|
Feb-2017 | IEEE Access, 5, 2514-2533. [link] | international |
| Agile Knowledge Representation to support Open Source Intelligence | invited talk |
|
Feb-2017 | Multimedia Information and the Developing Open Source Information Landscape | single institute |
| Conversational Homes: A Uniform Natural Language Approach for Collaboration Among Humans and Devices Variants: doc-915 |
journal |
|
Jan-2017 | IARIA - International Journal on Advances in Intelligent Systems [link] | collaborative |
| Mistake Bounds for Binary Matrix Completion | external conference |
|
Dec-2016 | The Thirtieth Annual Conference on Neural Information Processing Systems | single institute |
| ORSAP: Abstracting Routing State on Demand | external conference |
|
Nov-2016 | IEEE International Conference on Network Protocols 2016 | collaborative |
| Leveraging SDN for Cyber Situational Awareness in Coalition Tactical Networks | external conference |
|
Oct-2016 | NATO STO-MP-IST 148 - Cyber Defence Situation Awareness [link] | international with government |
| US UK Collaborative Research in Coalition Operations : Current Results and Future Explorations | invited talk |
|
Oct-2016 | The 18th Technology for Information, Decision and Execution Superiority (TIDE) Sprint | collaborative with government |
| Magellan: Generating Multi-Table Datapath from Datapath Oblivious Algorithmic SDN Policies | external conference |
|
Aug-2016 | Annual Conference of the Special Interest Group on Data Communication 2016 | collaborative |