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Research article

First published 2017-2-24

An improved fuzzy classifier for imbalanced data

Dandan Yan, Youlong Yang, Benchong Li

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023-08-01

Robust semi-supervised classification for imbalanced and incomplete data

Mengxing Chen, Jun Dou, Yali Fan [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023-04-03

A novel twin-support vector machines method for binary classification to imbalanced data

Jingyi Li, Shiwei Chao

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023-12-02

Dense fuzzy support vector machine to binary classification for imbalanced data

Qingling Wang, Jian Zheng, Wenjing Zhang

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-5

A framework of Polar CanisFel optimization-based deep ensemble classifier with graph embedding for imbalanced data classification

Vikas Gajananrao Bhowate, T Hanumantha Reddy

Web Intelligence

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Research article

First published 2014-1

Robust classification of imbalanced data using one-class and two-class SVM-based multiclassifiers

Sebastián Maldonado, Claudio Montecinos

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-5

Clustering-based improved adaptive synthetic minority oversampling technique for imbalanced data classification

Dian Jin, Dehong Xie, Di Liu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-11

HSNF: Hybrid sampling with two-step noise filtering for imbalanced data classification

Lilong Duan, Wei Xue, Xiaolei Gu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-04-22

A two-stage balancing strategy based on data augmentation for imbalanced text sentiment classification

Zhicheng Pang, Hong Li, Chiyu Wang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023-01-30

A survey of multi-class imbalanced data classification methods

Meng Han, Ang Li, Zhihui Gao [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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