Class-overlap detection based on heterogeneous clustering ensemble for multi-class imbalance problem-Reference-Cited by-同舟云学术

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Class-overlap detection based on heterogeneous clustering ensemble for multi-class imbalance problem

Published:2024-12 Issue: Volume:255 Page:124558
ISSN:0957-4174
Container-title:Expert Systems with Applications
language:en
Short-container-title:Expert Systems with Applications

Author:

Dai Qi^ORCID,Wang Long-hui,Xu Kai-long,Du Tony,Chen Li-fang^ORCID

Publisher

Elsevier BV

Reference71 articles.

1. To combat multi-class imbalanced problems by means of over-sampling techniques;Abdi;IEEE Transactions on Knowledge and Data Engineering,2015

2. African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems;Abdollahzadeh;Computers & Industrial Engineering,2021

3. A hybrid method to face class overlap and class imbalance on neural networks and multi-class scenarios;Alejo;Pattern Recognition Letters,2013

4. An introduction to kernel and nearest-neighbor nonparametric regression;Altman;The American Statistician,1992

5. A selective evolutionary heterogeneous ensemble algorithm for classifying imbalanced data;An;Electronic Research Archive,2023

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