M.S. Theses
- Mr. Lu (1994/9-1997/3), Comparative Study on Reliability Prediction Procedures for Electronic Equipment
- Ms. Chen (1995/9-1997/6), A Novel Approach for the Life Forecasting of a Highly Reliable Product
- Ms. Hsu (1995/9-1997/6), A Concise Procedure for Executing Kansei Engineering
- Ms. Miao (1996/9-1998/6), Censored Data Analysis of Experimental Design by Neural Network Approach
- Mr. Liang (1996/9-1998/6), The Design of Product Mix and Equipment Utilization Model for Wafer Fabrication Factories
- Mr. Feng (1996/9-1998/6), Construction of Product Mix, Equipment Utilization and WIP Models for Semiconductor Fabrication Factories
- Ms. Cheng (1997/9-1999/1), A Neural Network Approach for Experimental Analysis with Missing Data
- Ms. Hsu (1997/9-1999/6), Systematic Layout Procedure for Semiconductor Fabrication Facilities
- Mr. Hung (1998/9-2000/1), The Empirical Study of Implementing Quality Management in Communication Industry in Taiwan
- Mr. Hsu (1998/9-2000/6), Operation Path Failure Analysis—A Case Study of Satellite Mission
- Mr. Li (1998/9-2000/6), Intelligent Approach for Diagnosis System: A Case Study
- Mr. Cheng (1998/9-2000/6), Quality Management Practice and Total Quality Management in the Computer and its Peripheral Industry in Taiwan
- Mr. Yang (1998/9-2000/6), The Empirical Study of Implementing Quality Management in Semiconductor Industry in Taiwan
- Mr. Chen (1998/9-2000/7), Application of Neural Network for the Diagnosis of Liver Diseases
- Mr. Ker (1999/9-2001/1), Using Supervised Artificial Neural Networks for Die Defect Detection
- Mr. Hsu (1999/9-2001/1), Knowledge Mining From Trained Artificial Neural Networks
- Mr. Hsu (1999/9-2001/6), Integrate SPC and EPC: Using Neural Network To Construct Disturbance Model
- Ms. Tsai (1999/9-2001/7), Application of Fuzzy Aggregation Network for the Diagnosis of Liver Diseases
- Mr. Chiang (1999/9-2001/7), Application of Artificial Neural Networks and Statistical Methods in Classification
- Mr. Tsou (2000/9-2002/6), Applying Neural Network and Meta Algorithm for Optimization of Parameter Design--A Case study
- Mr. Chou (2000/9-2002/6), Using Neural Network for Statistic Probability Distribution Recognition
- Mr. Liu (2001/9-2003/5), SPC for Machine Particle Counts in the Semiconductor Manufacturing
- Mr. Yang (2002/9-2004/6), Two-Phased Meta-Heuristic Methods for the Post-Mapping Yield Control Problem
- Mr. Huang (2002/9-2004/6), Six Sigma Breakthrough Strategy for the Improvement of the Manufacturing Strategy Formulation Process: A Case Study
- Mr. Hsiao (2003/9-2005/6), An Evaluation of the Robustness of MTS for Imbalanced Data-A Case Study of Mobile Phone Test Process
- Mr. Peng (2003/9-2005/6), Constraint Based Niched Pareto Genetic Algorithm and Its Application in Process Parameter Optimization
- Ms. Lai (2005/9-2007/3), A Six Sigma Project Selection Framework and Its Case Study
- Mr. Lee (2005/9-2007/3), Development of Six Sigma DMAIC Process Improvement Software
- Mr. Wu (2005/9-2007/5), An Application of Lean Six Sigma for Improving the Process Cycle Efficiency: A Case Study
- Mr. Chen (2005/9-2007/5), A Neural-Network Approach for Defect Recognition in TFT-LCD Photolithography Process
- Mr. Chang (2006/9-2008/6), An Empirical Study on the Performance of Flat Panel Display Equipment Industry in Taiwan
- Ms. Lin (2006/9-2008/6), An Improved Non-ranker Filter Feature Selection Method for TFT-LCD Array Process Inspection
- Mr. Fang (2006/9-2008/6), Integrating HFMEA and VSM for Healthcare Process Improvement
- Mr. Tseng (2007/9-2009/6), Applying HFMEA to Healthcare Process Improvement
- Ms. Chou (2007/9-2009/6), An Application of Lean Six Sigma for Improving the Material Distribution Performance: A Case Study
- Ms. Chu (2007/9-2009/6), Using Decision Tree and Back-Propagation Neural Network Building the Integrated Investment Strategy in Taiwan Stock Market
- Mr. Lin (2007/9-2009/6), Applying MTS to Healthcare Diagnosis—A Case Study on Pressure Ulcer
- Mr. Chang (2007/9-2009/6), Combining Response Surface Method, Neural Networks and Genetic Algorithms for Optimizing the Parameter Design of Touch Panel Laser Cutting Process
- Mr. Wu (2008/9-2010/6), Combine Particle Swarm Optimization and Mahalanobis-Taguchi System for Solving Classification Problem in Imbalance Data
- Ms. Yang (2008/9-2010/6), An Application of Lean Six Sigma for Improving the Door-to-Balloon Time in Acute Myocardial Infarction: A Case Study
- Mr. Lo (2008/9-2010/6), Applying Data Mining to Drug Choice—A Case Study on Contrast Mecium
- Ms. Kon (2008/9-2011/1), Taiwan National Quality Award and the Market Value of the firm: An Empirical Investigation
- Mr. Wang (2009/9-2011/6), Combining Taguchi Methods, Neural Networks, Desirability Function and Genetic Algorithms for Optimizing the Parameter Design of Solar Energy Selective Absorption Film Continuous Sputtering Process
- Mr. Chen (2010/9-2012/4), Integrating HFMEA into Six Sigma Methodology for Improving Surgical Specimens Acquisition Process
- Mr. Wang (2010/9-2012/6), An Application of Six Sigma in Engineering Service Industry: A Case Study
- Mr. Chen (2010/9-2012/6), Using Genetic Algorithm to Optimize the Diversity of Classifier Ensemble
- Mr. Wang (2011/9-2013/7), Combining Taguchi Methods, Neural Networks Desirability Function and Meta-Heuristic Algorithm for Optimizing the Parameter Design of Solder Paste Printing Process
- Mr. Tsai (2011/9-2013/7), Quality Control Procedure Design in New Product Development Stage for High-Tech Industry and its Application to TFT-LCD Four-Mask Technology
- Ms. Lin (2012/9-2014/6), Applying MTS to Cardiopulmonary Resuscitation Prediction
- Mr. Huang (2013/9-2015/5), Using Clustering Analysis and SN Ratio to Classify Quality Attributes: An Empirical Test
- Ms. Chen (2014/9-2016/5), Applying Data Mining Techniques for the Detection of TFT-LCD Frame Mura Defects
- Ms. Chen (2014/9-2016/5), Enhancing the ODD Anti-Compression Structural Strength of Notebook PC via Six Sigma Approach
- Ms. Hsieh (2015/2-2016/5), Applying Association Rules to Freeway ETC Detection
- Mr. Lin (2014/9-2016/7), Rule Extraction from Support Vector Machines by Gene Expression Programming
- Mr. Cayard (2014/9-2016/7), A service quality evaluation framework based on Kano model, SERVQUAL, and IPA- An empirical study
- Mr. Hu (2014/8-2017/6), Predicting IHCA Based on Integration of Support Vector Machine, Decision Tree, and Rough Sets
- Mr. Fu (2015/9-2017/6), Integrating Bagging and Under-Sampling with MTS to Alleviate the Class Imbalance Problem
- Mr. Yen (2015/9-2017/6), Applying Six Sigma in Turning Process of Lathe: Case Study
- Mr. Kao (2015/9-2017/6), Applying Quality Engineering Methods to Reduce Sand Inclusions in Investment Casting Industry
- Ms. Kuo (2016/9-2018/6), The Relationship between Taiwan National Quality Award and the Market Value of the Firm: Application of Analytical Approach
- Ms. Dong (2016/9-2018/6), Applying Data Mining Techniques for Process Parameter Optimization in Casting Industry
- Mr. Tsai (2016/9-2018/6), Integrating MTS with SVM for Data Classification
- Ms. Lien (2017/9-2019/6), A Hyper-Parameters Tuning Procedure to Construct a Deep Neural Network for Regression Problems
- Mr. Tsai (2017/9-2019/6), Using Machine Learning Approaches for Improving the Performance of RFID-based Vehicle Detection Rate
- Ms. Li (2017/9-2019/7), Apply Deep Neural Network and Genetic Algorithm in LED Industry Dispensing Process Parameter Optimization
- Mr. Ou Yang (2017/9-2019/7), Machine Learning Techniques for Vehicle Detection based on ETC data
- Ms. Chung (2017/9-2019/7), Process Optimization by Using Computational Intelligence: Case Studies