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Research article

First published 2014-3

Estimating harmfulness of class imbalance by scatter matrix based class separability measure

Hualong Yu, Jun Ni, Sen Xu [...]

Intelligent Data Analysis: An International Journal

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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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Research article

First published 2002-9

The class imbalance problem: A systematic study 1

Nathalie Japkowicz, Shaju Stephen

Intelligent Data Analysis: An International Journal

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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

Free access

Research article

First published 2019-12

The class imbalance problem detecting adverse drug reactions in electronic health records

Sara Santiso, Arantza Casillas, Alicia Pérez

Health Informatics Journal

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Research article

First published 2019-5

Solving class imbalance problem using bagging,boosting techniques,with and without using noise filtering method

G. Rekha, Amit Kumar Tyagi, V. Krishna Reddy

International Journal of Hybrid Intelligent Systems

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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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 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 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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