Granger causality-based cluster sequence mining for spatio-temporal causal relation mining.
Nat PavasantTakashi MoritaMasayuki NumaoKen-ichi FukuiPublished in: Int. J. Data Sci. Anal. (2024)
Keyphrases
- sequence mining
- granger causality
- spatio temporal
- frequent sequences
- sequential pattern mining
- causal relationships
- data mining
- impulse response
- sequential data
- multivariate time series
- sequential patterns
- electricity consumption
- error correction
- graph mining
- pattern discovery
- functional connectivity
- image sequences
- clustering algorithm
- pattern mining
- cluster analysis
- multi dimensional
- human motion
- standard deviation
- causal models
- web access
- bayesian networks
- text mining
- data points
- moving objects
- search engine