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Research article

First published 2022-06-09

Deep transferable learning on heartbeat classification for imbalance dataset

Imran Sabir, Junaid Baber, Atiq Ahmed [...]

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

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Research article

First published 2018-8-26

Combating the class imbalance problem in sparse representation learning

Ying Ma, Xiatian Zhu, Shunzhi Zhu [...]

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

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Research article

First published 2024-02-14

An advanced accident avoidance system based on imbalance-control ensemble and deep learning fusion design

Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Abdel Majid Ed-dahbi [...]

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

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Review article

First published 2025-5

A review of intelligent data analysis: Machine learning approaches for addressing class imbalance in healthcare - challenges and perspectives

Bashar Hamad Aubaidan, Rabiah Abdul Kadir, Mohamed Taha Lajb [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-11

Modeling of class imbalance handling with optimal deep learning enabled big data classification model

Varshavardhini S, Rajesh A

Intelligent Decision Technologies

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Research article

First published 2026

Distribution-aware federated learning for wind turbine fault diagnosis in edge-cloud under data imbalance

Fengjin Gong, Ping Ma, Hongli Zhang [...]

Structural Health Monitoring

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Research article

First published 2024-6-7

Imbalance-learning road crash assessment under reduced visibility settings: A proactive multicriteria decision-making system

Zouhair Elamrani Abou Elassad, Dauha Elamrani Abou Elassad, Hajar Mousannif

Journal of Ambient Intelligence and Smart Environments

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Research article

First published 2019-3

A general framework for multi-label learning towards class correlations and class imbalance

Yue Peng, Edward Huang, Gang Chen [...]

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2019-2

Class imbalance learning–driven Alzheimer’s detection using hybrid features

Ran Baik

International Journal of Distributed Sensor Networks

Open access

Research article

First published 2023

Addressing the class imbalance in tabular datasets from a generative adversarial network approach in supervised machine learning

Máximo E Sánchez-Gutiérrez, Pedro P González-Pérez

Journal of Algorithms & Computational Technology

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