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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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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 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

Open access

Research article

First published 2024

Improved interpretable machine learning emergency department triage tool addressing class imbalance

Clarisse SJ Look, Salinelat Teixayavong, Therese Djärv [...]

DIGITAL HEALTH

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Research article

First published 2024

Enhancing analysis of EEG image data sets using machine learning techniques: Dealing with class imbalances and data uncertainty

Sneha Mishra, Umesh Chandra Jaiswal

E-Learning and Digital Media

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Research article

First published 2022-08-10

Effective management of class imbalance problem in climate data analysis using a hybrid of deep learning and data level sampling

R.J. Aarthi, B. Vinayagasundaram

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

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Research article

First published 2010-1

Evolutionary data analysis for the class imbalance problem

Taghi M. Khoshgoftaar, Naeem Seliya, Dennis J. Drown

Intelligent Data Analysis: An International Journal

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