Assessing the convolutedness of multivariate physiological time series.
Paolo CastiglioniGiampiero MeratiAndrea FainiPublished in: EMBC (2014)
Keyphrases
- multivariate time series
- physiological data
- multivariate time series data
- multivariate data
- change point detection
- sequential data
- financial time series
- dimension reduction
- temporal patterns
- granger causality
- non stationary
- dynamic time warping
- categorical data
- data sets
- subsequence matching
- temporal data
- stock market
- regression model
- neural network
- autoregressive
- heart rate
- image sequences
- case study
- information retrieval
- databases
- real time
- empirical bayes
- chronic hepatitis
- multivariate gaussian distribution