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IPS: Instance Profile for Shapelet Discovery for Time Series Classification

  • Published:2022-05 Issue: Volume: Page:
  • ISSN:
  • Container-title:2022 IEEE 38th International Conference on Data Engineering (ICDE)
  • language:
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Author:

Li Guozhong1,Choi Byron1,Xu Jianliang1,Bhowmick Sourav S2,Mah Daphne Ngar-yin3,Wong Grace L.H.4

Affiliation:

1. Hong Kong Baptist University,Department of Computer Science,Hong Kong SAR

2. School of Computing Engineering, Nanyang Technological University,Singapore

3. Hong Kong Baptist University,Department of Geography,Hong Kong SAR

4. The Chinese University of Hong Kong,Department of Medicine & Therapeutics,Hong Kong SAR

Publisher

IEEE

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Discriminative shapelet learning via temporal clustering and matrix factorization;Applied Intelligence;2024-07-15

2. TS3Net: Triple Decomposition with Spectrum Gradient for Long-Term Time Series Analysis;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13

3. TSGBench: Time Series Generation Benchmark;Proceedings of the VLDB Endowment;2023-11

4. A Co-training Approach for Noisy Time Series Learning;Proceedings of the 32nd ACM International Conference on Information and Knowledge Management;2023-10-21

5. Time-series Shapelets with Learnable Lengths;Proceedings of the 32nd ACM International Conference on Information and Knowledge Management;2023-10-21
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