Generalized class-specific kernelized extreme learning machine for multiclass imbalanced learning

作者：

Highlights：

• Handles the multiclass imbalanced problems.

• Generalized class-specific kernelized extreme learning machine.

• The training time is significantly lower than kernelized weighted extreme learning machine.

• Benchmark results confirm the effectiveness of the proposed classifier.

摘要

•Handles the multiclass imbalanced problems.•Generalized class-specific kernelized extreme learning machine.•The training time is significantly lower than kernelized weighted extreme learning machine.•Benchmark results confirm the effectiveness of the proposed classifier.

论文关键词：Kernelized extreme learning machine,Generalized class-specific kernelized extreme learning machine,Multiclass imbalanced learning,Classification

论文评审过程：Received 3 September 2018, Revised 15 December 2018, Accepted 16 December 2018, Available online 18 December 2018, Version of Record 21 December 2018.

论文官网地址：https://doi.org/10.1016/j.eswa.2018.12.024