A Broad TSK Fuzzy Classifier with a Simplified Set of Fuzzy Rules for Class-Imbalanced Learning

With the expansion of data scale and diversity, the issue of class imbalance has become increasingly salient. The current methods, including oversampling and under-sampling, exhibit limitations in handling complex data, leading to overfitting, loss of critical information, and insufficient interpret...

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Prif Awduron:	Jinghong Zhang, Yingying Li, Bowen Liu, Hao Chen, Jie Zhou, Hualong Yu, Bin Qin
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2023-10-01
Cyfres:	Mathematics
Pynciau:	TSK fuzzy classifiers fuzzy rule reduction weighted fuzzy rule broad ensemble learning class-imbalanced learning
Mynediad Ar-lein:	https://www.mdpi.com/2227-7390/11/20/4284
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!