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Research article

First published 2016-5

Sampling based hybrid algorithms for imbalanced data classification

Sujata Dash, Rabi Narayan Behera

International Journal of Hybrid Intelligent Systems

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Research article

First published 2022-5

A resistance outlier sampling algorithm for imbalanced data prediction

Xiaoying Pan, Rong Jia, Jiahao Huang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2014-11

Cluster-based sampling of multiclass imbalanced data

Wanthanee Prachuabsupakij, Nuanwan Soonthornphisaj

Intelligent Data Analysis: An International Journal

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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

Open access

Research article

First published 2024-8

A roundtrip probability estimation method for mechanical equipment fault detection under imbalanced samples

Zhang Yuyan, Zhang Yongqi, Ming Wuyi [...]

Measurement and Control

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Research article

First published 2023-11

HSNF: Hybrid sampling with two-step noise filtering for imbalanced data classification

Lilong Duan, Wei Xue, Xiaolei Gu [...]

Intelligent Data Analysis: An International Journal

Free access

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 2024-12

Intelligent fault diagnosis based on improved convolutional neural network for small sample and imbalanced bearing data

Xuetao Liu, Hongyan Yang

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-12

Fault diagnosis of planetary gearboxes under small and imbalanced samples based on enhanced Siamese network with improved downsampling module

Na Zhang, Lixiang Duan, Xiaoxuan Fan

Journal of Vibration and Control

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Research article

First published 2009-8

Hybrid sampling for imbalanced data

Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse

Integrated Computer-Aided Engineering

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