Disagreement based semi-supervised learning approaches with belief functions

作者：

Highlights：

• New disagreement based semi-supervised learning approaches are proposed.

• Uncertainty encountered in semi-supervised learning is model with belief functions.

• Better performances are obtained with the new proposed approaches.

摘要

•New disagreement based semi-supervised learning approaches are proposed.•Uncertainty encountered in semi-supervised learning is model with belief functions.•Better performances are obtained with the new proposed approaches.

论文关键词：Machine learning,Semi-supervised learning,Belief functions,Uncertainty

论文评审过程：Received 18 December 2018, Revised 20 November 2019, Accepted 22 December 2019, Available online 24 December 2019, Version of Record 7 March 2020.

论文官网地址：https://doi.org/10.1016/j.knosys.2019.105426