Self-supervised Classification of Clinical Multivariate Time Series using Time Series Dynamics.
Yakir YehudaDaniel FreedmanKira RadinskyPublished in: KDD (2023)
Keyphrases
- multivariate time series
- multivariate time series data
- dimension reduction
- spatial structure
- temporal data
- phase space reconstruction
- feature extraction
- pattern recognition
- categorical data
- training set
- granger causality
- support vector machine svm
- temporal patterns
- support vector
- text classification
- autoregressive
- stochastic processes
- log data
- model selection
- support vector machine
- preprocessing