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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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Research article

First published 2025-7

An oversampling method based on Gaussian Mixture Model for multi-bolt looseness monitoring using Lamb waves`

Jinsong Yang, Maosheng Hua, Tiantian Wang [...]

Journal of Vibration and Control

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Research article

First published 2022-5

A method for balancing a multi-labeled biomedical dataset

A.V. Mukhin, I.A. Kilbas, R.A. Paringer [...]

Integrated Computer-Aided Engineering

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Research article

First published 2025-2

Multi-label classification with imbalanced classes by fuzzy deep neural networks

Federico Succetti, Antonello Rosato, Massimo Panella

Integrated Computer-Aided Engineering

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Research article

First published 2021-9

A two-stage clustering-based cold-start method for active learning

Deniu He, Hong Yu, Guoyin Wang [...]

Intelligent Data Analysis: An International Journal

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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

Open access

Research article

First published 2021-8

Study of Multi-Class Classification Algorithms’ Performance on Highly Imbalanced Network Intrusion Datasets

Viktoras Bulavas, Virginijus Marcinkevičius, Jacek Rumiński

Informatica: An International Journal of Computing and Informatics

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Research article

First published 2017-2-24

Integration of cluster analysis and granular computing for imbalanced data classification: A case study on prostate cancer prognosis in Taiwan

R.J. Kuo, L. Lin, F.E. Zulvia [...]

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

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Research article

First published 2025-5

Long-tailed multi-domain generalization for fault diagnosis of rotating machinery under variable operating conditions

Chuanxia Jian, Guopeng Mo, Yonghe Peng [...]

Structural Health Monitoring

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Research article

First published 2022-1-20

Attention-based Graph ResNet with focal loss for epileptic seizure detection

Changxu Dong, Yanna Zhao, Gaobo Zhang [...]

Journal of Ambient Intelligence and Smart Environments

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