2 papers
stat.ME2025
Matrix Autoregressive Model with Vector Time Series Covariates for Spatio-Temporal Data
Hu Sun, Zuofeng Shang, Yang Chen
We develop a new methodology for forecasting matrix-valued time series with historical matrix data and auxiliary vector time series data. We focus on a time series of matrices defi…
cs.LG2024
Cross-Subject Domain Adaptation for Classifying Working Memory Load with Multi-Frame EEG Images
Junfu Chen, Sirui Li, Dechang Pi
Working memory (WM), denoting the information temporally stored in the mind, is a fundamental research topic in the field of human cognition. Electroencephalograph (EEG), which can…