Concepedia

Chiao-Wen Liu

CL

10

Publications

655

Citations

10

H-Index

2009

Active since

Affiliations

National Cheng Kung University(Current)

Chiao-Wen Liu is an author at National Cheng Kung University specializing in engineering, data science, and data mining.

Top concepts

EngineeringData ScienceData MiningMachine LearningPredictive AnalyticsKnowledge DiscoveryPattern RecognitionStatisticsManagementTechnology

Publications per year

2009–2011

10

Publications

10

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

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 class possibility based kernel to increase classification accuracy for small data sets using support vector machines

Der‐Chiang Li, Chiao-Wen Liu · Expert Systems with Applications · 2009 · 69 citations

Engineering, Machine Learning, Biometrics +18

A new approach for manufacturing forecast problems with insufficient data: the case of TFT–LCDs

Der‐Chiang Li, Chih-Chieh Chang, Chiao-Wen Liu et al. · Journal of Intelligent Manufacturing · 2011 · 48 citations

Forecasting Methodology, Business Forecasting, Engineering +10

Extending Attribute Information for Small Data Set Classification

Der‐Chiang Li, Chiao-Wen Liu · IEEE Transactions on Knowledge and Data Engineering · 2011 · 47 citations

Engineering, Machine Learning, Biometrics +19

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