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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

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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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First published 2023-12-02

Impact of class imbalance ratio on ensemble methods for imbalance problem: A new perspective

Ritika Kumari, Jaspreeti Singh, Anjana Gosain

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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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 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 2020-5

Critical Instances Removal based Under-Sampling (CIRUS): A solution for class imbalance problem 1

Gillala Rekha, V. Krishna Reddy, Amit Kumar Tyagi

International Journal of Hybrid Intelligent Systems

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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 2015-11

Class imbalance problem using a hybrid ensemble approach

Shaza M. Abd Elrahman, Ajith Abraham

International Journal of Hybrid Intelligent Systems

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Research article

First published 2015-1

Churn prediction via support vector classification: An empirical comparison

Sebastián Maldonado

Intelligent Data Analysis: An International Journal

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