Work

Addressing missing minority data in class-imbalanced medical datasets: a study of imputation and over-sampling strategies

Year: 2026

Type: article

Source: International Journal of General Systems

DOI: 10.1080/03081079.2026.2757072

Authors: Min-Wei Huang, Chih-Fong Tsai, Wei-Chao Lin, Min-Tzu Huang

Institutions: Kaohsiung Medical University, China Medical University, National Central University, Kaohsiung Municipal Kai-Syuan Psychiatric Hospital, China Medical University, Chang Gung University, Chang Gung Memorial Hospital, Linkou Chang Gung Memorial Hospital

Language: English

Topic: Imbalanced Data Classification Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Reduced inequalities

Open Access status: closed

Funder: Ministry of Science and Technology, Taiwan

OpenAlex ID: W7225047182

FWCI:

Cites: 29

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Related to: 10