POCKET: Pruning random convolution kernels for time series classification from a feature selection perspective

Author:

Chen ShaowuORCID,Sun WeizeORCID,Huang LeiORCID,Li Xiao PengORCID,Wang QingyuanORCID,John DeepuORCID

Funder

National Science Fund for Distinguished Young Scholars

Publisher

Elsevier BV

Reference67 articles.

1. Snippet policy network V2: Knee-guided neuroevolution for multi-lead ECG early classification;Huang;IEEE Trans. Neural Netw. Learn. Syst.,2022

2. Variable-length multivariate time series classification using ROCKET: A case study of incident detection;Bier;IEEE Access,2022

3. WPConvNet: An interpretable wavelet packet kernel-constrained convolutional network for noise-robust fault diagnosis;Li;IEEE Trans. Neural Netw. Learn. Syst.,2023

4. Inceptiontime: Finding alexnet for time series classification;Ismail Fawaz;Data Min. Knowl. Discov.,2020

5. Dissimilarity-preserving representation learning for one-class time series classification;Mauceri;IEEE Trans. Neural Netw. Learn. Syst.,2023

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