From Time Series to Multi-modality: Classifying Multivariate Time Series via Both 1D and 2D Representations.
Chao YangXianzhi WangLina YaoGuodong LongGuandong XuPublished in: ADMA (1) (2023)
Keyphrases
- multivariate time series
- multi modality
- multi modal
- multivariate time series data
- medical images
- image registration
- information theoretic
- temporal patterns
- mutual information
- temporal data
- dimension reduction
- phase space reconstruction
- categorical data
- granger causality
- autoregressive
- imaging modalities
- spatial structure
- predicting future
- data mining
- image processing
- computer vision