Chiao-Wen Liu

Publication Activity (10 Years)

Years Active: 2009-2017
Publications (10 Years): 1

Top Topics

Semiconductor Manufacturing

Small Data Sets

Quality Improvement

Clinically Relevant

Top Venues

J. Intell. Manuf.

Decis. Support Syst.

Int. J. Prod. Res.

Comput. Oper. Res.

Publications

Chen-Fu Chien, Chiao-Wen Liu, Shih-Chung Chuang
Analysing semiconductor manufacturing big data for root cause detection of excursion for yield enhancement. Int. J. Prod. Res. 55 (17) (2017)
Chiao-Wen Liu, Chen-Fu Chien
An intelligent system for wafer bin map defect diagnosis: An empirical study for semiconductor manufacturing. Eng. Appl. Artif. Intell. 26 (5-6) (2013)
Der-Chiang Li, Chih-Chieh Chang, Chiao-Wen Liu, Wen-Chih Chen
A new approach for manufacturing forecast problems with insufficient data: the case of TFT-LCDs. J. Intell. Manuf. 24 (2) (2013)
Der-Chiang Li, Wen-Chih Chen, Chiao-Wen Liu, Yao-San Lin
A non-linear quality improvement model using SVR for manufacturing TFT-LCDs. J. Intell. Manuf. 23 (3) (2012)
Der-Chiang Li, Yao-Hwei Fang, Chiao-Wen Liu, Cheng-jung Juang
Using past manufacturing experience to assist building the yield forecast model for new manufacturing processes. J. Intell. Manuf. 23 (3) (2012)
Der-Chiang Li, Chih-Chieh Chang, Chiao-Wen Liu
Using structure-based data transformation method to improve prediction accuracies for small data sets. Decis. Support Syst. 52 (3) (2012)
Der-Chiang Li, Chiao-Wen Liu, Tung-Liang Chen
Recursive operation time maximization model for the maintenance of power generation equipment. Comput. Oper. Res. 39 (5) (2012)
Der-Chiang Li, Chiao-Wen Liu
Extending Attribute Information for Small Data Set Classification. IEEE Trans. Knowl. Data Eng. 24 (3) (2012)
Der-Chiang Li, Wen-Chih Chen, Chiao-Wen Liu, Che-Jung Chang, Chien-Chih Chen
Determining manufacturing parameters to suppress system variance using linear and non-linear models. Expert Syst. Appl. 39 (4) (2012)
Der-Chiang Li, Chiao-Wen Liu, Susan C. Hu
A fuzzy-based data transformation for feature extraction to increase classification performance with small medical data sets. Artif. Intell. Medicine 52 (1) (2011)
Der-Chiang Li, Chiao-Wen Liu
A class possibility based kernel to increase classification accuracy for small data sets using support vector machines. Expert Syst. Appl. 37 (4) (2010)
Der-Chiang Li, Chiao-Wen Liu, Susan C. Hu
A learning method for the class imbalance problem with medical data sets. Comput. Biol. Medicine 40 (5) (2010)
Der-Chiang Li, Chiao-Wen Liu
A neural network weight determination model designed uniquely for small data set learning. Expert Syst. Appl. 36 (6) (2009)