Modeling Transitions of Inter-segment Patterns for Time Series Representation.
I-Fu SunLo Pang-Yun TingKo-Wei SuKun-Ta ChuangPublished in: TAAI (1) (2023)
Keyphrases
- temporal patterns
- symbolic representation
- symbolic aggregate approximation
- pattern representation
- image representation
- surprising patterns
- multivariate time series data
- concise representation
- model construction
- stock data
- modeling tool
- multivariate time series
- multiscale
- state transition
- temporal events
- dynamic bayesian networks
- stock market
- non stationary
- hidden markov models