State Transition Pattern with Periodic Wildcard Gaps

Zhi-Heng Zhang
Zhi-Heng Zhang
Wen-jie Zhai
Wen-jie Zhai
Rong-Ping Shen
Rong-Ping Shen
Sheng-Chao Zeng
Sheng-Chao Zeng

ICBK, pp. 440-447, 2018.

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Abstract:

Sequence pattern discovery is a key issue in multivariate time series analysis. Popular methods consist of three stages: feature extraction, feature clustering, and block sequence discovery. Both cross and temporal associations are obtained during the third stage. In this paper, we propose a new type of pattern called a state transition p...More

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