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 · 248 citations

Medical Data Sets, Data Classification, Classification Method +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 · 222 citations

Engineering, Industrial Engineering, Small Data +17

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 · 195 citations

Energy Consumption, Economics, Engineering +11

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

Engineering, Machine Learning, Diagnosis +16

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

Der‐Chiang Li, I-Hsiang Wen · Neurocomputing · 2014 · 107 citations

Data Generation, Artificial Intelligence, Data Modeling +13