Applying semi-supervised learning in hierarchical multi-label classification

作者：

Highlights：

• Propose a Hierarchical multi-label method, HMC-RAkEL.

• Propose the adaptation of the semi-supervised learning for HML problems.

• Make a comparison of the proposed methods with the corresponding supervised versions.

摘要

•Propose a Hierarchical multi-label method, HMC-RAkEL.•Propose the adaptation of the semi-supervised learning for HML problems.•Make a comparison of the proposed methods with the corresponding supervised versions.

论文关键词：Multi-label classification,Hierarchical classification,Semi-supervised learning

论文评审过程：Available online 18 April 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.03.052