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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 2020-11

Entropy difference and kernel-based oversampling technique for imbalanced data learning

Xu Wu, Youlong Yang, Lingyu Ren

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-12

A quantum-based oversampling method for classification of highly imbalanced and overlapped data

Bei Yang, Guilan Tian, Joseph Luttrell [...]

Experimental Biology and Medicine

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Research article

First published 2025

A fault diagnosis method for multi-class imbalanced data based on compressed sensing and adaptive oversampling techniques

Xiaolei Wang, Yingqi Jiang, Guoqiang Ding [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-3

A rolling bearing fault diagnosis method based on interactive generative feature space oversampling-based autoencoder under imbalanced data

Fengfei Huang, Kai Zhang, Zhixuan Li [...]

Structural Health Monitoring

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Research article

First published 2023-01-30

A novel adaptive boundary weighted and synthetic minority oversampling algorithm for imbalanced datasets

Xudong Song, Yilin Chen, Pan Liang [...]

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

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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 2025-11

Semantics-based oversampling for imbalanced named entity recognition datasets using Word2Vec embeddings

Adel Belbekri, Wissem Bouarroudj, Fouzia Benchikha [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-3

Class imbalance in gradient boosting classification algorithms: Application to experimental stroke data

Olga Lyashevska, Fiona Malone, Eugene MacCarthy [...]

Statistical Methods in Medical Research

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Research article

First published 2023-10-04

A clustered borderline synthetic minority over-sampling technique for balancing quick access recorder data

Kunpeng Li, Junjie Xu, Huimin Zhao [...]

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

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