Time series classifier recommendation by a meta-learning approach

作者:

Highlights:

• Time series classifier recommendation tackled for the first time in literature.

• Novel proposal of landmarkers for time series classification.

• Hierarchical inference of meta-targets analysed for the first time in a consistent way.

摘要

•Time series classifier recommendation tackled for the first time in literature.•Novel proposal of landmarkers for time series classification.•Hierarchical inference of meta-targets analysed for the first time in a consistent way.

论文关键词:Time series classification,Meta-learning,Landmarkers,Hierarchical inference,Meta-targets

论文评审过程:Received 29 September 2020, Revised 15 March 2022, Accepted 26 March 2022, Available online 1 April 2022, Version of Record 8 April 2022.

论文官网地址:https://doi.org/10.1016/j.patcog.2022.108671