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Research article

First published 2019-12-23

Mining class association rules on imbalanced class datasets

Loan T.T. Nguyen, Bay Vo, Thanh-Ngo Nguyen [...]

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

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Research article

First published 2008-11

Learning from Skewed Class Multi-relational Databases

Hongyu Guo, Herna L. Viktor

Fundamenta Informaticae

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Case report

First published 2023-5

Machine learning based prediction of rail transit signal failure: A case study in the United States

Junyan Dai, Xiang Liu

Proceedings of the Institution of Mechanical Engineers,Part F: Journal of Rail and Rapid Transit

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Research article

First published 2002-7

Instance-based data reduction for improved identification of difficult small classes

Jorma Laurikkala

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

Open access

Review article

First published 2020-4

A review on classification of imbalanced data for wireless sensor networks

Harshita Patel, Dharmendra Singh Rajput, G Thippa Reddy [...]

International Journal of Distributed Sensor Networks

Open access

Research article

First published 2013-1

Optimizing Classification Decision Trees by Using Weighted Naïve Bayes Predictors to Reduce the Imbalanced Class Problem in Wireless Sensor Network

Hang Yang, Simon Fong, Raymond Wong [...]

International Journal of Distributed Sensor Networks

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Research article

First published 2025-3

Interaction effect between data discretization and data resampling for class-imbalanced medical datasets

Min-Wei Huang, Chih-Fong Tsai, Wei-Chao Lin [...]

Technology and Health Care

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Research article

First published 2017-12

Min-Max Ensemble Feature Selection 1

Wei Ji, Yixiang Huang, Baohua Qiang [...]

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

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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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