Chiao-Wen Liu

14 papers Journal 14
YearRankTypeTitle / Venue / Authors
2024 J jnl
Applications of fractal-type kernels in Gaussian process regression and support vector machine regression.
Comput. Appl. Math.
Dah-Chin Luor, Chiao-Wen Liu
2017 J jnl
Analysing semiconductor manufacturing big data for root cause detection of excursion for yield enhancement.
Int. J. Prod. Res.
Chen-Fu Chien, Chiao-Wen Liu, Shih-Chung Chuang
2013 J jnl
A new approach for manufacturing forecast problems with insufficient data: the case of TFT-LCDs.
J. Intell. Manuf.
Der-Chiang Li, Chih-Chieh Chang, Chiao-Wen Liu, Wen-Chih Chen
2013 J jnl
An intelligent system for wafer bin map defect diagnosis: An empirical study for semiconductor manufacturing.
Eng. Appl. Artif. Intell.
Chiao-Wen Liu, Chen-Fu Chien
2012 J jnl
A non-linear quality improvement model using SVR for manufacturing TFT-LCDs.
J. Intell. Manuf.
Der-Chiang Li, Wen-Chih Chen, Chiao-Wen Liu, Yao-San Lin
2012 J jnl
Determining manufacturing parameters to suppress system variance using linear and non-linear models.
Expert Syst. Appl.
Der-Chiang Li, Wen-Chih Chen, Chiao-Wen Liu, Che-Jung Chang, Chien-Chih Chen
2012 J jnl
Extending Attribute Information for Small Data Set Classification.
IEEE Trans. Knowl. Data Eng.
Der-Chiang Li, Chiao-Wen Liu
2012 J jnl
Recursive operation time maximization model for the maintenance of power generation equipment.
Comput. Oper. Res.
Der-Chiang Li, Chiao-Wen Liu, Tung-Liang Chen
2012 J jnl
Using past manufacturing experience to assist building the yield forecast model for new manufacturing processes.
J. Intell. Manuf.
Der-Chiang Li, Yao-Hwei Fang, Chiao-Wen Liu, Cheng-jung Juang
2012 J jnl
Using structure-based data transformation method to improve prediction accuracies for small data sets.
Decis. Support Syst.
Der-Chiang Li, Chih-Chieh Chang, Chiao-Wen Liu
2011 J jnl
A fuzzy-based data transformation for feature extraction to increase classification performance with small medical data sets.
Artif. Intell. Medicine
Der-Chiang Li, Chiao-Wen Liu, Susan C. Hu
2010 J jnl
A class possibility based kernel to increase classification accuracy for small data sets using support vector machines.
Expert Syst. Appl.
Der-Chiang Li, Chiao-Wen Liu
2010 J jnl
A learning method for the class imbalance problem with medical data sets.
Comput. Biol. Medicine
Der-Chiang Li, Chiao-Wen Liu, Susan C. Hu
2009 J jnl
A neural network weight determination model designed uniquely for small data set learning.
Expert Syst. Appl.
Der-Chiang Li, Chiao-Wen Liu