On Scalable and Robust Truth Discovery in Big Data Social Media Sensing Applications

Daniel Zhang, Dong Wang, Nathan Vance, +2

IEEE Transactions on Big Data

Fake NewsEngineeringBig Data AnalyticsRobust Truth DiscoveryInformation Forensics +25

Non-Contrastive Unsupervised Learning of Physiological Signals from Video

Jeremy Speth, Nathan Vance, Patrick J. Flynn, +1

EngineeringMachine LearningWearable TechnologyImage Sequence AnalysisPhysiological Signals +19

HeteroEdge

Daniel Zhang, Md Tahmid Rashid, Xukun Li, +2

Cluster ComputingEngineeringEdge DeviceEdge ComputingFog Computing +10

Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results

Jeremy Speth, Nathan Vance, Adam Czajka, +3

EngineeringBiometricsWearable TechnologyBaseline Experimental ResultsRemote Physiological Monitoring +17

EdgeBatch: Towards AI-Empowered Optimal Task Batching in Intelligent Edge Systems

Daniel Zhang, Nathan Vance, Yang Zhang, +2

Artificial IntelligenceCluster ComputingEngineeringMachine LearningEdge Device +20

Towards Reliability in Online High-Churn Edge Computing: A Deviceless Pipelining Approach

Nathan Vance, Md Tahmid Rashid, Daniel Zhang, +1

Cluster ComputingEngineeringEdge DeviceComputer ArchitectureNetwork Analysis +16

Optimizing Online Task Allocation for Multi-Attribute Social Sensing

Yang Zhang, Daniel Zhang, Nathan Vance, +1

Artificial IntelligenceEngineeringMachine LearningIntelligent SystemsCommunication +20

Unifying frame rate and temporal dilations for improved remote pulse detection

Jeremy Speth, Nathan Vance, Patrick J. Flynn, +2

Computer Vision and Image Understanding

Signal ProcessingTemporal DilationsMultimedia Signal ProcessingFrame Rate

Privacy-Aware Edge Computing in Social Sensing Applications Using Ring Signatures

Nathan Vance, Daniel Zhang, Yang Zhang, +1

When Social Sensing Meets Edge Computing: Vision and Challenges

Daniel Zhang, Nathan Vance, Dong Wang

EngineeringEdge DeviceData ScienceSmart CityEdge Computing +11