Software

Spatio-Temporal Anomaly Detection, Diagnostics, and Prediction of the Air-Traffic Trajectory Deviation Using the Convective Weather
With ahead-of-time aircraft management, we are able to re- duce aircraft collision and improve air traffic capacity. How- ever, there …
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Image-Based Process Monitoring via Adversarial Autoencoder with Applications to Rolling Defect Detection
Image-based process monitoring has recently attracted increasing attention due to the advancement of the sensing technologies. However, …
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Physics-Based Deep Spatio-Temporal Metamodeling for Cardiac Electrical Conduction Simulation
Modeling and simulation have been widely used in both cardiac research and clinical study to investigate cardiac disease mechanism and …
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Structured Point Cloud Data Analysis Via Regularized Tensor Regression for Process Modeling and Optimization
Advanced 3D metrology technologies such as coordinate measuring machine and laser 3D scanners have facilitated the collection of …
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NASA ULI, Information Fusion for Real-Time National Air Transportation System Prognostics under Uncertainty
Aviation risk modeling by the accident report text data
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NASA ULI, Information Fusion for Real-Time National Air Transportation System Prognostics under Uncertainty
Rapid Detection of Hot-Spot by Tensor Decomposition with Application to Weekly Gonorrhea Data
In many bio-surveillance and healthcare applications, data sources are measured from many spatial locations repeatedly over time, say, …
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Semi-supervised constrained hidden Markov model using multiple sensors for remaining useful life prediction and optimal predictive maintenance— For remaining useful life prediction and optimal predictive maintenance
Semi-supervised constrained hidden Markov model using multiple sensors for remaining useful life prediction and optimal predictive …
NSF DMS ATD: Collaborative Research: Adaptive and Rapid Spatial- Temporal Threat Detection over Networks
Adaptive Hotspots Detection for Pandemic Monitoring
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NSF DMS ATD: Collaborative Research: Adaptive and Rapid Spatial- Temporal Threat Detection over Networks
Multiple profiles sensor-based monitoring and anomaly detection
Multiple profiles sensor-based monitoring and anomaly detection
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Real-time monitoring of high-dimensional functional data streams via spatio-temporal smooth sparse decomposition
Real-time monitoring of high-dimensional functional data streams via spatio-temporal smooth sparse decomposition
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