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Research article

First published 2001-11

An algorithm for correcting mislabeled data

Xinchuan Zeng, Tony R. Martinez

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-7

A graphical approach for multiclass classification and for correcting the labeling errors in mislabeled training data

Ekaterina Merkurjev

Intelligent Data Analysis: An International Journal

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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 2023-3

Self-training algorithm based on density peaks combining globally adaptive multi-local noise filter

Shuaijun Li, Jia Lu

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-03-02

Capped ℓ 1 -norm regularized least squares classification with label noise

Zhi Yang, Haitao Gan, Xuan Li [...]

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

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Research article

First published 2004

Statistical Methods for Detecting Spatial Configuration Errors in Traffic Surveillance Sensors

Jaimyoung Kwon, Chao Chen, Pravin Varaiya

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2021-11

Identifying mislabelled samples: Machine learning models exceed human performance

Christopher-John Farrell

Annals of Clinical Biochemistry: International Journal of Laboratory Medicine

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Research article

First published 2019-7

Improving data quality with label noise correction

Benchong Li, Qiong Gao

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-2

Case Study as a Research Method in Hospitality and Tourism Research: A Systematic Literature Review (1974–2020)

Kadir Çakar, Şehmus Aykol

Cornell Hospitality Quarterly

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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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