2025
Temporal Streaming Batch Principal Component Analysis for Time Series Classification (Student Abstract)
AAAI 2025technical
In multivariate time series classification, although current sequence analysis models have excellent classification capabilities, they show significant shortcomings when dealing with long sequence multivariate data. This paper focuses on optimizing model performance for long-sequence multivariate da…