Liaw, Lawrence Chuin Ming and Tan, Shing Chiang and Goh, Pey Yun and Lim, Chee Peng (2026) SMOTE-Stacked Sparse Autoencoder Over-Sampling Algorithm and Fuzzy ARTMAP for Imbalanced Data Classification. Smart Innovation, Systems and Technologies, 119. pp. 343-354. ISSN 2190-3018

Liaw, Lawrence Chuin Ming and Tan, Shing Chiang and Goh, Pey Yun and Lim, Chee Peng (2025) A histogram SMOTE-based sampling algorithm with incremental learning for imbalanced data classification. Information Sciences, 686. p. 121193. ISSN 0020-0255

Liaw, Lawrence Chuin Ming and Tan, Shing Chiang and Goh, Pey Yun and Lim, Chee Peng (2024) Cervical cancer classification using sparse stacked autoencoder and fuzzy ARTMAP. Neural Computing and Applications. ISSN 0941-0643