Identification of Hidden Sources by Estimating Instantaneous Causality in High-Dimensional Biomedical Time Series.
Christos KoutlisVasilios K. KimiskidisDimitris KugiumtzisPublished in: Int. J. Neural Syst. (2019)
Keyphrases
- high dimensional
- similarity search
- data sources
- multi dimensional
- low dimensional
- information sources
- sparse data
- data points
- rigid body
- dimensionality reduction
- dynamic time warping
- granger causality
- databases
- multivariate time series
- causal models
- stock price
- high dimensionality
- stock market
- information extraction
- feature space
- bayesian networks
- machine learning
- noisy data
- multiple sources
- high dimensional data
- text mining
- causal relationships
- sequential data