Chumphol Bunkhumpornpat

DBSMOTE: Density-Based Synthetic Minority Over-sampling TEchnique

Chumphol Bunkhumpornpat, Krung Sinapiromsaran, Chidchanok Lursinsap · Applied Intelligence · 2011 · 367 citations

Data Classification, Engineering, Machine Learning +7

DBMUTE: density-based majority under-sampling technique

Chumphol Bunkhumpornpat, Krung Sinapiromsaran · Knowledge and Information Systems · 2016 · 60 citations

Knowledge Discovery, Sampling Technique, Sampling Theory +3

MUTE: Majority under-sampling technique

Chumphol Bunkhumpornpat, Krung Sinapiromsaran, Chidchanok Lursinsap · 2011 · 32 citations

Engineering, Machine Learning, Majority Under-sampling Technique +19

FLEX-SMOTE: Synthetic over-sampling technique that flexibly adjusts to different minority class distributions

Chumphol Bunkhumpornpat, Ekkarat Boonchieng, Varin Chouvatut et al. · Patterns · 2024 · 32 citations · Full text

Classification Method, Engineering, Machine Learning +8

Safe level graph for synthetic minority over-sampling techniques

Chumphol Bunkhumpornpat, Sitthichoke Subpaiboonkit · 2013 · 21 citations

Engineering, Machine Learning, Sampling Technique +17