Lance M. Kaplan

CoRR, 2024

GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors.

[BibT_eX]

[DOI]

CoRR, 2024

Hyper Evidential Deep Learning to Quantify Composite Classification Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Asymptotic Analysis of Uncertain Naïve Bayes via Second-Order Probabilities.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Information Fusion, 2024

On Network Quickest Change Detection with Uncertain Models: An Experimental Study.

[BibT_eX]

[DOI]

James Z. Hare

Yuchen Liang

Julian de Gortari Briseno

Venugopal V. Veeravalli

Proceedings of the 27th International Conference on Information Fusion, 2024

Neuro-Symbolic Fusion of Wi-Fi Sensing Data for Passive Radar with Inter-Modal Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Information Fusion, 2024

TeamCollab: A Framework for Collaborative Perception-Cognition-Communication-Action.

[BibT_eX]

[DOI]

Roko Parac

Leo Ardon

Marc Roig Vilamala

Daniel Furelos-Blanco

Proceedings of the 27th International Conference on Information Fusion, 2024

2023

AcTrak: Controlling a Steerable Surveillance Camera using Reinforcement Learning.

[BibT_eX]

[DOI]

Abdulrahman Fahim

Evangelos E. Papalexakis

Amit K. Roy-Chowdhury

ACM Trans. Cyber Phys. Syst., April, 2023

DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings.

[BibT_eX]

[DOI]

Expert Syst. Appl., April, 2023

Interactive Web-Based Visual Analysis on Network Traffic Data.

[BibT_eX]

[DOI]

Inf., January, 2023

Realistic Scatterer Based Adversarial Attacks on SAR Image Classifiers.

[BibT_eX]

[DOI]

CoRR, 2023

Knowledge from Uncertainty in Evidential Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Uncertainty-Aware Reward-based Deep Reinforcement Learning for Intent Analysis of Social Media Information.

[BibT_eX]

[DOI]

CoRR, 2023

Detecting Intents of Fake News Using Uncertainty-Aware Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2023

Multi-Label Temporal Evidential Neural Networks for Early Event Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Improved Small Sample Hypothesis Testing Using the Uncertain Likelihood Ratio.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Bounded Subjective Opinions.

[BibT_eX]

[DOI]

Michael Kenneth McDonald

Van Nguyen

Proceedings of the 26th International Conference on Information Fusion, 2023

Accurate Passive Radar via an Uncertainty-Aware Fusion of Wi-Fi Sensing Data.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Information Fusion, 2023

2022

Handling epistemic and aleatory uncertainties in probabilistic circuits.

[BibT_eX]

[DOI]

Mach. Learn., 2022

BigEye: Detection and Summarization of Key Global Events From Distributed Crowdsensed Data.

[BibT_eX]

[DOI]

Abdulrahman Fahim

Ajaya Neupane

Evangelos E. Papalexakis

IEEE Internet Things J., 2022

PPO-UE: Proximal Policy Optimization via Uncertainty-Aware Exploration.

[BibT_eX]

[DOI]

CoRR, 2022

Research Note on Uncertain Probabilities and Abstract Argumentation.

[BibT_eX]

[DOI]

Pietro Baroni

Federico Cerutti

Massimiliano Giacomin

CoRR, 2022

Automatic Concept Extraction for Concept Bottleneck-based Video Classification.

[BibT_eX]

[DOI]

Jeya Vikranth Jeyakumar

Luke Dickens

Luis Garcia

Yu-Hsi Cheng

Diego Ramirez-Echavarria

CoRR, 2022

A Survey on Uncertainty Reasoning and Quantification for Decision Making: Belief Theory Meets Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Context-aware Collaborative Neuro-Symbolic Inference in IoBTs.

[BibT_eX]

[DOI]

Venugopal V. Veeravalli

Proceedings of the IEEE Military Communications Conference, 2022

Evidential Reasoning and Learning: a Survey.

[BibT_eX]

[DOI]

Federico Cerutti

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Information Fusion, 2022

Uncertainty-Aware Quickest Change Detection: An Experimental Study.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Information Fusion, 2022

2021

A General Framework for Distributed Inference With Uncertain Models.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2021

Truth Discovery With Multi-Modal Data in Social Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2021

Using DeepProbLog to perform Complex Event Processing on an Audio Stream.

[BibT_eX]

[DOI]

CoRR, 2021

Uncertain Bayesian Networks: Learning from Incomplete Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

DeepSQA: Understanding Sensor Data via Question Answering.

[BibT_eX]

[DOI]

Proceedings of the IoTDI '21: International Conference on Internet-of-Things Design and Implementation, 2021

Toward Uncertainty Aware Quickest Change Detection.

[BibT_eX]

[DOI]

Venugopal V. Veeravalli

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Towards Neural-Symbolic Learning to support Human-Agent Operations.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Toward Active Sequential Hypothesis Testing with Uncertain Models.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

Non-Bayesian Social Learning With Uncertain Models.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI.

[BibT_eX]

[DOI]

Patterns, 2020

Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection.

[BibT_eX]

[DOI]

EPJ Data Sci., 2020

NSL: Hybrid Interpretable Learning From Noisy Raw Data.

[BibT_eX]

[DOI]

CoRR, 2020

Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams.

[BibT_eX]

[DOI]

CoRR, 2020

A Hybrid Neuro-Symbolic Approach for Complex Event Processing.

[BibT_eX]

[DOI]

CoRR, 2020

HONEM: Learning Embedding for Higher Order Networks.

[BibT_eX]

[DOI]

Mandana Saebi

Giovanni Luca Ciampaglia

Nitesh V. Chawla

Big Data, 2020

Neuroplex: learning to detect complex events in sensor networks through knowledge injection.

[BibT_eX]

[DOI]

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Communication Constrained Learning with Uncertain Models.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Second-Order Learning and Inference using Incomplete Data for Uncertain Bayesian Networks: A Two Node Example.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

On Uncertainty and Robustness in Large-Scale Intelligent Data Fusion Systems.

[BibT_eX]

[DOI]

Benjamin M. Marlin

Gabriela F. Ciocarlie

Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

Non-Bayesian Social Learning with Gaussian Uncertain Models.

[BibT_eX]

[DOI]

Proceedings of the 2020 American Control Conference, 2020

Uncertainty-Aware Deep Classifiers Using Generative Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Quantifying Classification Uncertainty using Regularized Evidential Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

CubeNet: Multi-Facet Hierarchical Heterogeneous Network Construction, Analysis, and Mining.

[BibT_eX]

[DOI]

CoRR, 2019

HONEM: Network Embedding Using Higher-Order Patterns in Sequential Data.

[BibT_eX]

[DOI]

Mandana Saebi

Giovanni Luca Ciampaglia

Vengateswaran Subramaniam

Nitesh V. Chawla

CoRR, 2019

Prior Activation Distribution (PAD): A Versatile Representation to Utilize DNN Hidden Units.

[BibT_eX]

[DOI]

Lakmal Meegahapola

Archan Misra

CoRR, 2019

The Age of Social Sensing.

[BibT_eX]

[DOI]

Dong Wang

Boleslaw K. Szymanski

Heng Ji

Computer, 2019

A Semi-Supervised Active-learning Truth Estimator for Social Networks.

[BibT_eX]

[DOI]

Hang Cui

Proceedings of the World Wide Web Conference, 2019

DeepCEP: Deep Complex Event Processing Using Distributed Multimodal Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Smart Computing, 2019

Spherical Text Embedding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Edge-Assisted Detection and Summarization of Key Global Events from Distributed Crowd-Sensed Data.

[BibT_eX]

[DOI]

Abdelrahman Fahim

Ajaya Neupane

Evangelos E. Papalexakis

Proceedings of the IEEE International Conference on Cloud Engineering, 2019

Unsupervised Fact-finding with Multi-modal Data in Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the 22th International Conference on Information Fusion, 2019

On Malicious Agents in Non-Bayesian Social Learning with Uncertain Models.

[BibT_eX]

[DOI]

Proceedings of the 22th International Conference on Information Fusion, 2019

Non-Bayesian Social Learning with Uncertain Models over Time-Varying Directed Graphs.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Probabilistic Logic Programming with Beta-Distributed Random Variables.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Uncertainty Characterization and Fusion of Information from Unreliable Sources.

[BibT_eX]

[DOI]

Proceedings of the Information Quality in Information Fusion and Decision Making, 2019

2018

Attack Detection in Sensor Network Target Localization Systems With Quantized Data.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Towards Quality Aware Information Integration in Distributed Sensing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2018

A Fundamental Limitation on Maximum Parameter Dimension for Accurate Estimation With Quantized Data.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

GeoBurst+: Effective and Real-Time Local Event Detection in Geo-Tagged Tweet Streams.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Efficient belief propagation in second-order Bayesian networks for singly-connected graphs.

[BibT_eX]

[DOI]

Magdalena Ivanovska

Int. J. Approx. Reason., 2018

Uncertainty Aware AI ML: Why and How.

[BibT_eX]

[DOI]

CoRR, 2018

AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Evidential Deep Learning to Quantify Classification Uncertainty.

[BibT_eX]

[DOI]

Melih Kandemir

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

NEST: Efficient Transport of Data Summaries over Named Data Networks.

[BibT_eX]

[DOI]

Karim Khalil

Azeem Aqil

Proceedings of the 2018 IFIP Networking Conference and Workshops, 2018

A Constrained Maximum Likelihood Estimator for Unguided Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Doc2Cube: Allocating Documents to Text Cube Without Labeled Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Trust Estimation of Sources Over Correlated Propositions.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Fusion, 2018

Learning and Reasoning in Complex Coalition Information Environments: A Critical Analysis.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Fusion, 2018

Recursive Truth Estimation of Time-Varying Sensing Data from Online Open Sources.

[BibT_eX]

[DOI]

Hang Cui

Proceedings of the 14th International Conference on Distributed Computing in Sensor Systems, 2018

2017

Functional Forms of Optimum Spoofing Attacks for Vector Parameter Estimation in Quantized Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Embedding Learning with Events in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

From the Editor-in-Chief.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2017

ClariSense+: An enhanced traffic anomaly explanation service using social network feeds.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2017

Detecting Anomalies in Sequential Data with Higher-order Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Distributed opportunistic sensing and fusion for traffic congestion detection.

[BibT_eX]

[DOI]

Santiago Quintana-Amate

Proceedings of the 2017 IEEE SmartWorld, 2017

Accurate and Timely Situation Awareness Retrieval from a Bandwidth Constrained Camera Network.

[BibT_eX]

[DOI]

Tuan Dao

Amit K. Roy-Chowdhury

Nasser M. Nasrabadi

Prasant Mohapatra

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

MetaPAD: Meta Pattern Discovery from Massive Text Corpora.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

StoryLine: Unsupervised Geo-event Demultiplexing in Social Spaces without Location Information.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Internet-of-Things Design and Implementation, 2017

On localizing urban events with Instagram.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Unveiling polarization in social networks: A matrix factorization approach.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Energy Efficient Object Detection in Camera Sensor Networks.

[BibT_eX]

[DOI]

Tuan Dao

Karim Khalil

Amit K. Roy-Chowdhury

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Cyber attacks on estimation sensor networks and iots: Impact, mitigation and implications to unattacked systems.

[BibT_eX]

[DOI]

Jiangfan Zhang

Rick S. Blum

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Social Fusion: Integrating Twitter and Instagram for Event Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Autonomic Computing, 2017

Subjective Bayesian Networks and Human-in-the-Loop Situational Understanding.

[BibT_eX]

[DOI]

Proceedings of the Graph Structures for Knowledge Representation and Reasoning, 2017

Joint tracking and power level estimation of multiple targets using a proximity sensor network.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Information Fusion, 2017

Identifying Semantically Deviating Outlier Documents.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Unsupervised Event Tracking by Integrating Twitter and Instagram.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Social Sensing, 2017

Graphical approach for influence maximization in social networks under generic threshold-based non-submodular model.

[BibT_eX]

[DOI]

Liang Ma

Guohong Cao

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Parallel and Streaming Truth Discovery in Large-Scale Quantitative Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2016

Aggregating Crowdsourced Quantitative Claims: Additive and Multiplicative Models.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

The Orcid System [From the editor-in-chief].

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2016

From the Editor-in-Chief [February 2016].

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2016

A finite point process approach to multi-target localization using transient measurements.

[BibT_eX]

[DOI]

Inf. Fusion, 2016

Multi-Dimensional, Phrase-Based Summarization in Text Cubes.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2016

Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks.

[BibT_eX]

[DOI]

CoRR, 2016

GeoBurst: Real-Time Local Event Detection in Geo-Tagged Tweet Streams.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Semantic Reasoning with Uncertain Information from Unreliable Sources.

[BibT_eX]

[DOI]

Geeth de Mel

Proceedings of the PRIMA 2016: Princiles and Practice of Multi-Agent Systems, 2016

Cross-media Event Extraction and Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Demonstrations Session, 2016

From Truth Discovery to Trustworthy Opinion Discovery: An Uncertainty-Aware Quantitative Modeling Approach.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Recursive Ground Truth Estimator for Social Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Source behavior discovery for fusion of subjective opinions.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

Efficient Subjective Bayesian network belief propagation for trees.

[BibT_eX]

[DOI]

Magdalena Ivanovska

Proceedings of the 19th International Conference on Information Fusion, 2016

Principles of subjective networks.

[BibT_eX]

[DOI]

Audun Jøsang

Proceedings of the 19th International Conference on Information Fusion, 2016

SOBE: Source Behavior Estimation for Subjective Opinions In Multiagent Systems (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

On predicting social unrest using social media.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

You can't get there from here: sensor scheduling with refocusing delays.

[BibT_eX]

[DOI]

Wirel. Networks, 2015

Time for Introspection [From Editor-in-Cheif].

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2015

Fusion of Quantized and Unquantized Sensor Data for Estimation.

[BibT_eX]

[DOI]

David Saska

Rick S. Blum

IEEE Signal Process. Lett., 2015

Reliable social sensing with physical constraints: analytic bounds and performance evaluation.

[BibT_eX]

[DOI]

Real Time Syst., 2015

Subjective logic operators in trust assessment: an empirical study.

[BibT_eX]

[DOI]

Inf. Syst. Frontiers, 2015

Partial observable update for subjective logic and its application for trust estimation.

[BibT_eX]

[DOI]

Inf. Fusion, 2015

Graph Regularized Meta-path Based Transductive Regression in Heterogeneous Information Network.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

GIN: A Clustering Model for Capturing Dual Heterogeneity in Networked Data.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

On quality of event localization from social network feeds.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015

Scalable social sensing of interdependent phenomena.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Debiasing crowdsourced quantitative characteristics in local businesses and services.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Event localization and visualization in social networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Subjective Networks: Perspectives and Challenges.

[BibT_eX]

[DOI]

Proceedings of the Graph Structures for Knowledge Representation and Reasoning, 2015

FUSE-BEE: Fusion of subjective opinions through behavior estimation.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

Towards subjective networks: Extending conditional reasoning in subjective logic.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

Joint Localization of Events and Sources in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Distributed Computing in Sensor Systems, 2015

2014

Maximum likelihood analysis of conflicting observations in social sensing.

[BibT_eX]

[DOI]

Dong Wang

ACM Trans. Sens. Networks, 2014

Efficient Solutions Framework for Optimal Multitask Resource Assignments for Data Fusion in Wireless Sensor Networks.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2014

How are we doing? October 2014.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2014

How Are We Doing?

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2014

From the Editors January 2014.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2014

Provenance-Assisted Classification in Social Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2014

Surrogate mobile sensing.

[BibT_eX]

[DOI]

Dong Wang

IEEE Commun. Mag., 2014

Towards Cyber-Physical Systems in Social Spaces: The Data Reliability Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

Generalized Decision Aggregation in Distributed Sensing Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

ClariSense: Clarifying sensor anomalies using social network feeds.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

Analyzing expert behaviors in collaborative networks.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Using humans as sensors: an estimation-theoretic perspective.

[BibT_eX]

[DOI]

Boleslaw K. Szymanski

Hieu Khac Le

Proceedings of the IPSN'14, 2014

Trust estimation and fusion of uncertain information by exploiting consistency.

[BibT_eX]

[DOI]

Geeth de Mel

Proceedings of the 17th International Conference on Information Fusion, 2014

Multi-shooter localization using finite point process.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Fusion, 2014

2013

On the quality and value of information in sensor networks.

[BibT_eX]

[DOI]

Mani B. Srivastava

ACM Trans. Sens. Networks, 2013

Optimal Placement of Heterogeneous Sensors for Targets with Gaussian Priors.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2013

Probability Hypothesis Density-Based Multitarget Tracking for Proximity Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2013

Impact of In-Network Aggregation on Target Tracking Quality Under Network Delays.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

On Credibility Estimation Tradeoffs in Assured Social Sensing.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

Shooter Localization using a Wireless Sensor Network of Soldier-Worn Gunfire Detection Systems.

[BibT_eX]

[DOI]

J. Adv. Inf. Fusion, 2013

Exploitation of Physical Constraints for Reliable Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE 34th Real-Time Systems Symposium, 2013

Recursive Fact-Finding: A Streaming Approach to Truth Estimation in Crowdsourcing Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

TRIBE: Trust revision for information based on evidence.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Information Fusion, 2013

Reasoning under uncertainty: Variations of subjective logic deduction.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Information Fusion, 2013

A fusion architecture for tracking a group of people using a distributed sensor network.

[BibT_eX]

[DOI]

Thyagaraju R. Damarla

Proceedings of the 16th International Conference on Information Fusion, 2013

2012

Performance Measures of Covariance and Information Matrices in Resource Management for Target State Estimation.

[BibT_eX]

[DOI]

Chun Yang

Erik Blasch

IEEE Trans. Aerosp. Electron. Syst., 2012

Measuring Two-Event Structural Correlations on Graphs.

[BibT_eX]

[DOI]

Ziyu Guan

Xifeng Yan

Proc. VLDB Endow., 2012

An obfuscation framework for controlling value of information during sharing.

[BibT_eX]

[DOI]

Supriyo Chakraborty

Kasturi Rangan Raghavan

Mani B. Srivastava

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

On scalability and robustness limitations of real and asymptotic confidence bounds in social sensing.

[BibT_eX]

[DOI]

Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012

IntruMine: Mining Intruders in Untrustworthy Data of Cyber-physical Systems.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

On truth discovery in social sensing: a maximum likelihood estimation approach.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012

Subjective logic with uncertain partial observations.

[BibT_eX]

[DOI]

Supriyo Chakraborty

Proceedings of the 15th International Conference on Information Fusion, 2012

Balancing value and risk in information sharing through obfuscation.

[BibT_eX]

[DOI]

Supriyo Chakraborty

Kasturi Rangan Raghavan

Mani B. Srivastava

Proceedings of the 15th International Conference on Information Fusion, 2012

2011

Diffuse Prior Monotonic Likelihood Ratio Test for Evaluation of Fused Image Quality Measures.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

Optimal placement of heterogeneous sensors in target tracking.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Fusion, 2011

Target positioning and tracking in degenerate geometry.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Fusion, 2011

QoI-based resource allocation for multi-target tracking in energy constrained sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Fusion, 2011

Shooter localization using soldier-worn gunfire detection systems.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Fusion, 2011

Multi-sensor data fusion: An unscented least squares approach.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Fusion, 2011

2010

Quality Tradeoffs in Object Tracking with Duty-Cycled Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE Real-Time Systems Symposium, 2010

An Ontology-Based Framework for Designing a Sensor Quality of Information Software Library.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Design of operation parameters to resolve two targets using proximity sensors.

[BibT_eX]

[DOI]

Proceedings of the 13th Conference on Information Fusion, 2010

2009

Acoustic sensor network design for position estimation.

[BibT_eX]

[DOI]

Volkan Cevher

ACM Trans. Sens. Networks, 2009

Analysis of Image Quality for Image Fusion via Monotonic Correlation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2009

Block Wiener-based image registration for moving target indication.

[BibT_eX]

[DOI]

Nasser M. Nasrabadi

Image Vis. Comput., 2009

Diffuse prior monotonic likelihood ratio test for evaluation of fused image quality metrics.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Fusion, 2009

Building principles for a quality of information specification for sensor information.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Fusion, 2009

Detection and Localization Sensor Assignment with Exact and Fuzzy Locations.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing in Sensor Systems, 2009

2008

Pruned Multiangle Resolution Fast Beamforming.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2008

QoI for passive acoustic gunfire localization.

[BibT_eX]

[DOI]

Thyagaraju R. Damarla

Tien Pham

Proceedings of the IEEE 5th International Conference on Mobile Adhoc and Sensor Systems, 2008

Pareto Frontiers of Sensor Networks for Localization.

[BibT_eX]

[DOI]

Volkan Cevher

Proceedings of the 7th International Conference on Information Processing in Sensor Networks, 2008

2007

Human infrastructure & human activity detection.

[BibT_eX]

[DOI]

Thyagaraju R. Damarla

Alex L. Chan

Proceedings of the 10th International Conference on Information Fusion, 2007

2006

TOPS: new DOA estimator for wideband signals.

[BibT_eX]

[DOI]

Yeo-Sun Yoon

James H. McClellan

IEEE Trans. Signal Process., 2006

Algorithms for the selection of the active sensors in distributed tracking: comparison between Frisbee and GNS methods.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information Fusion, 2006

Connectivity for the Frisbee Architecture.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information Fusion, 2006

Adaptive Sampling via Histogram Equalization using an Active Walker Model.

[BibT_eX]

[DOI]

Oladipo O. Fadiran

Péter Molnár

Proceedings of the 5th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2006) and 1st IEEE/ACIS International Workshop on Component-Based Software Engineering, 2006

2005

On exploiting propagation delays for passive target localization using bearings-only measurements.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2005

Towards quantifying clutter in hyperspectral infrared images.

[BibT_eX]

Oladipo O. Fadiran

Péter Molnár

Proceedings of the Third IASTED International Conference on Circuits, 2005

2004

A comparison of the octave-band directional filter bank and gabor filters for texture classification.

[BibT_eX]

Paul S. Hong

Mark J. T. Smith

Proceedings of the 2004 International Conference on Image Processing, 2004

Direction-of-arrival estimation of wideband sources using arbitrary shaped multidimensional arrays.

[BibT_eX]

[DOI]

Yeo-Sun Yoon

James H. McClellan

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Pose estimation of SAR imagery using the two dimensional continuous wavelet transform.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2003

New signal subspace direction-of-arrival estimator for wideband sources.

[BibT_eX]

[DOI]

Yeo-Sun Yoon

James H. McClellan

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2001

Maximum likelihood methods for bearings-only target localization.

[BibT_eX]

[DOI]

Péter Molnár

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

Image Metrics for Clutter Characterization.

[BibT_eX]

[DOI]

Kameswara Rao Namuduri

Karim Bouyoucef

Proceedings of the 2000 International Conference on Image Processing, 2000

Error Analysis for Quadtree Image Formation.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Conference on Image Processing, 2000

1999

Extended fractal analysis for texture classification and segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 1999

1998

Fast Texture Database Retrieval Using Extended Fractal Features.

[BibT_eX]

[DOI]

Kameswara Rao Namuduri

Proceedings of the Storage and Retrieval for Image and Video Databases VI, 1998

Evaluation of CFAR and texture based target detection statistics on SAR imagery.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997

Texture Segmentation using Multiscale Hurst Features.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996

An improved method for 2-D self-similar image synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 1996

1995

Texture Roughness Analysis and Synthesis via Extended Self-Similar (ESS) Model.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1995

Texture Segmentation via Haar Fractal Feature Estimation.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 1995

Fast image synthesis using an extended self-similar (ESS) model.

[BibT_eX]

[DOI]

Proceedings of the 1995 International Conference on Acoustics, 1995

1994

Extending self-similarity for fractional Brownian motion.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1994

Beyond Self-Similarity for Landscale Modeling.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Signal modeling using increments of extended self-similar processes.

[BibT_eX]

[DOI]

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993

Fractal estimation from noisy data via discrete fractional Gaussian noise (DFGN) and the Haar basis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1993

An improved algorithm for fractal estimation from noisy measurements.

[BibT_eX]

[DOI]