Paper-Conference

Hierarchical Tree-Based Sequential Event Prediction with Application in the Aviation Accident Report
Sequential event prediction is a well-studied area and has been widely used in proactive management, recommender systems and …
PDF Cite Project DOI
Hierarchical Tree-Based Sequential Event Prediction with Application in the Aviation Accident Report
Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction
Low-rank tensor decomposition and completion have attracted significant interest from academia given the ubiquity of tensor data. …
PDF Cite DOI
Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction
Simultaneous material microstructure classification and discovery via hidden Markov modeling of acoustic emission signals
Simultaneous material microstructure classification and discovery via hidden Markov modeling of acoustic emission signals
PDF Cite
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, …
PDF Cite Project DOI
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 …
PDF Cite DOI
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, …
PDF Cite Project DOI
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 …
Real-time production performance analysis using machine degradation signals— A two-machine case
Real-time production performance analysis using machine degradation signals: A two-machine case
PDF Cite
Point Cloud Data Analysis for Process Modeling and Optimization
Point Cloud Data Analysis for Process Modeling and Optimization
Frequency Domain Instantaneous Wavenumber Estimation for Damage Quantification in Layered Plate Structures
Frequency Domain Instantaneous Wavenumber Estimation for Damage Quantification in Layered Plate Structures
PDF Cite