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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 2024

An advancement in AdaSyn for imbalanced learning: An application to fraud detection in digital transactions

Chandana Gouri Tekkali, Karthika Natarajan

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

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Research article

First published 2022-10

Image recognition of limited and imbalanced samples based on transfer learning methods for defects in welds

Zaifang Zhang, Wei Liu, Xiwu Sun

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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Research article

First published 2020

Empirical study on imbalanced learning of Arabic sentiment polarity with neural word embedding

El-Sayed M. El-Alfy, Sadam Al-Azani

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

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Research article

First published 2014-07

Imbalanced Class Learning in Epigenetics

M. Muksitul Haque, Michael K. Skinner, Lawrence B. Holder

Journal of Computational Biology

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Research article

First published 2025-4

Dilated dynamic supervised contrastive learning framework for fault diagnosis under imbalanced dataset conditions

Rui Yang, Shi Jia, Houliang Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2025-3

Deep learning neural networks with input processing for vibration-based bearing fault diagnosis under imbalanced data conditions

J. Prawin

Structural Health Monitoring

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Research article

First published 2011-3

An exploration of learning when data is noisy and imbalanced

Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano

Intelligent Data Analysis: An International Journal

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Research article

First published 2015-7

Instance-based ensemble pruning for imbalanced learning

Weimei Zhi, Huaping Guo, Ming Fan [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2014-11

Hybrid probabilistic sampling with random subspace for imbalanced data learning

Peng Cao, Dazhe Zhao, Osmar Zaiane

Intelligent Data Analysis: An International Journal

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