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Journal Articles

Over-sampling ensemble methods for class imbalanced datasets

Min-Wei Huang, Chih-Fong Tsai, Hsin-Yi Lin, Wei-Chao Lin

Data Technologies and Applications (2026) 60 (1): 110–131.

https://doi.org/10.1108/DTA-02-2025-0126

Published: 02 December 2025

View article titled, Over-sampling ensemble methods for class imbalanced datasets

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Journal Articles

Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers

Zhenyuan Wang, Chih-Fong Tsai, Wei-Chao Lin

Data Technologies and Applications (2021) 55 (5): 771–787.

https://doi.org/10.1108/DTA-01-2021-0027

Published: 14 May 2021

View article titled, Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers

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