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Discovering shapelets with key points in time series classification

  • Published:2019-10 Issue: Volume:132 Page:76-86
  • ISSN:0957-4174
  • Container-title:Expert Systems with Applications
  • language:en
  • Short-container-title:Expert Systems with Applications

Author:

Li GuilingORCID,Yan WenheORCID,Wu Zongda

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference37 articles.

1. Transformation based ensembles for time series classification;Bagnall,2012

2. The UEA and UCR time series classification repository;Bagnall,2018

3. Decision trees for functional variables;Balakrishnan,2006

4. Detection of abrupt changes: Theory and application;Basseville,1993

5. Classification and regression trees;Breiman,1984

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2. An intelligent feature recognition method of natural gas pipelines based on shapelet and blending fusion model;Measurement Science and Technology;2023-09-27

3. Nonlinear neural-like P model for time series classification;Theoretical Computer Science;2023-08

4. BSPST:A classification algorithm based on shape transformation;2023 IEEE 3rd International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA);2023-05-26

5. Adaptive Shapelet Selection for Time Series Classification;2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD);2023-05-24
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