Crossmark

An improved SMOTE method based on triangular scoring mechanism with random perturbation for handling class-imbalanced classification problems

Crossref DOI link: https://doi.org/10.1007/s44443-026-00494-z

Published Online: 2026-01-28

Published Print: 2026-04

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Song, Shihao https://orcid.org/0009-0000-6327-6272
Yang, Sibo https://orcid.org/0000-0002-2301-3803
License Information

Text and Data Mining valid from 2026-01-28

Version of Record valid from 2026-04-03
More Information

Article History

Received: 24 October 2025

Accepted: 13 January 2026

First Online: 28 January 2026

Declarations

:

: The authors declare no competing interests.