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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 2019-5

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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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 2018-9

Ensemble based on feature projection and under-sampling for imbalanced learning

Huaping Guo, Jun Zhou, Chang-an Wu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2020-07-17

HIBoost: A hubness-aware ensemble learning algorithm for high-dimensional imbalanced data classification

Qin Wu, Yaping Lin, Tuanfei Zhu [...]

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

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Research article

First published 2026

A Novel Imbalanced Learning Using Dynamic Boost-Wrapper Back Propagation Monitored-modified Network

V S NageswaraRao Kadiyala, Sabuzima Nayak, Ripon Patgiri

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

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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 2021-09-15

wCM based hybrid pre-processing algorithm for class imbalanced dataset

Deepika Singh, Anju Saha, Anjana Gosain

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

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Research article

First published 2025

An interpretable analytical prediction method for heterogeneous tabular data of electricity load based on TabTransformer

Xiyang Liu, Liangli Su, Jiuning Gao [...]

Journal of Computational Methods in Sciences and Engineering

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