CEEMD-MultiRocket: Integrating CEEMD with Improved MultiRocket for Time Series Classification

CEEMD-MultiRocket: Integrating CEEMD with Improved MultiRocket for Time Series Classification

Time series classification (TSC) is always a very important research topic in many real-world application domains. MultiRocket has been shown to be an efficient approach for TSC, by adding multiple pooling operators and a first-order difference transformation. To classify time series with higher acc...

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Bibliographic Details
Main Authors: Panjie Wang, Jiang Wu, Yuan Wei, Taiyong Li
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Electronics
Subjects:
time series classification
complementary ensemble empirical mode decomposition (CEEMD)
MultiRocket
feature selection
hybrid model
Online Access:https://www.mdpi.com/2079-9292/12/5/1188

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https://www.mdpi.com/2079-9292/12/5/1188

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