Der‐Chiang Li

A learning method for the class imbalance problem with medical data sets

Der‐Chiang Li, Chiao-Wen Liu, Susan C. Hu · Computers in Biology and Medicine · 2010 · 253 citations

Computing, Biomedical Informatics, Health Informatics +15

Using mega-trend-diffusion and artificial samples in small data set learning for early flexible manufacturing system scheduling knowledge

Der‐Chiang Li, Chih-Sen Wu, Tung‐I Tsai et al. · Computers & Operations Research · 2005 · 225 citations

Engineering, Industrial Engineering, Manufacturing Engineering +16

Forecasting short-term electricity consumption using the adaptive grey-based approach—An Asian case

Der‐Chiang Li, Che-Jung Chang, Chien-Chih Chen et al. · Omega · 2011 · 196 citations

Computing, Data Science, Forecasting +14

A fuzzy-based data transformation for feature extraction to increase classification performance with small medical data sets

Der‐Chiang Li, Chiao-Wen Liu, Susan C. Hu · Artificial Intelligence in Medicine · 2011 · 147 citations

Computing, Biomedical Informatics, Health Informatics +14

A genetic algorithm-based virtual sample generation technique to improve small data set learning

Der‐Chiang Li, I-Hsiang Wen · Neurocomputing · 2014 · 108 citations

Computing, Data Science, Data Mining +9