Motif-Guided Time Series Counterfactual Explanations.
Peiyu LiSoukaïna Filali BoubrahimiShah Muhammad HamdiPublished in: ICPR Workshops (3) (2022)
Keyphrases
- motif discovery
- motif discovery algorithm
- dynamic time warping
- recurring patterns
- multivariate time series
- logical framework
- non stationary
- motif finding
- stock market
- autoregressive
- stock price
- symbolic representation
- extreme values
- weather forecasting
- binding sites
- turning points
- chronic hepatitis
- periodic patterns
- causal reasoning
- database
- domain theory
- variable length
- pattern discovery
- similarity measure
- genetic algorithm
- data sets