MCNS: Mining Causal Natural Structures Inside Time Series via A Novel Internal Causality Scheme.
Yuanhao LiuDehui DuZihan JiangAnyan HuangYiyang LiPublished in: CoRR (2023)
Keyphrases
- granger causality
- causal relationships
- causal models
- causal reasoning
- causal relations
- observational data
- causal inference
- knowledge discovery
- pattern mining
- bayesian networks
- web mining
- data mining tasks
- multivariate time series
- real world
- experimental data
- text mining
- internal structures
- indirect effects
- causal knowledge
- temporal association rules
- causal links
- causal discovery
- periodic patterns
- error correction
- dynamic time warping
- data mining applications
- mining algorithm
- data mining techniques
- data structure
- data mining