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Research article

First published 2005-7

Detecting noisy instances with the rule-based classification model

Taghi M. Khoshgoftaar, Naeem Seliya, Kehan Gao

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-1

LaplaceConfidence: A graph-based approach for learning with noisy labels

Mingcai Chen, Yuntao Du, Wei Tang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2020-1

Supply chain finance credit risk assessment using support vector machine–based ensemble improved with noise elimination

Ying Liu, Lihua Huang

International Journal of Distributed Sensor Networks

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Research article

First published 2005-9

Evaluating noise elimination techniques for software quality estimation

Taghi M. Khoshgoftaar, Pierre Rebours

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-11

Bearing fault diagnosis method based on improved meta-ResNet and sample weighting under noise label

Suchao Xie, Jiacheng Wang, Yaxin Li [...]

Structural Health Monitoring

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Research article

First published 2018-5-24

Accurate and fast prototype selection based on the notion of relevant and border prototypes

J. Arturo Olvera-López, J. Ariel Carrasco-Ochoa, J. Franciso Martínez-Trinidad

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

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Research article

First published 2026

Semi-supervised multi-indicator noise filtered optimization for fault diagnosis of high-speed train axle box bearings under noisy labels

Guo Zhihao, Zhang Kai, Liang Jiacheng [...]

Structural Health Monitoring

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Research article

First published 2026

HEALON: Progressive hard sample attenuation for learning with noisy labels

Kaiwen Guo, Ming Ma, Xing Xu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2019-09-09

An efficient noise-filtered ensemble model for customer churn analysis in aviation industry

Yongjun Li, Jianshuang Wei, Kai Kang [...]

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

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Research article

First published 2015-3

An efficient data preprocessing approach for large scale medical data mining

Ya-Han Hu, Wei-Chao Lin, Chih-Fong Tsai [...]

Technology and Health Care

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