Selected Journal Papers
- H.-P. Lu and C.-T. Su (2021), “CNNs Combined with a Conditional GAN for Mura Defect Classification in TFT-LCDs,” IEEE Transactions on Semiconductor Manufacturing, Vol. 34, No. 1, pp. 25-33.
- H.-P. Lu, C.-T. Su, S.-Y. Yang and Y.-P. Lin (2020), “Combination of Convolutional and Generative Adversarial Networks for Defect Image Demoiréing of Thin-Film Transistor Liquid-Crystal Display Images,” IEEE Transactions on Semiconductor Manufacturing, Vol. 33, No. 3, pp. 413-423.
- Y.-R. Shiue, K.-C. Lee and C.-T. Su (2020), “Reinforcement Learning Approach in Dynamic Scheduling Under a Product Mix Flexibility Environment,” IEEE Access, Vol. 8, No. 1, pp. 106542-106553.
- Y.-H. Hsiao, C.-T. Su and P.-C. Fu (2020), “Integrating MTS with Bagging Strategy for Class Imbalance Problem,” International Journal of Machine Learning and Cybernetics, Vol. 11, No. 6, pp. 1217-1230.
- F.-M. Su and C.-T. Su (2020), “TFT-LCD Contrast Ratio Improvement by Using Design for Six Sigma Disciplines,” IEEE Transactions on Semiconductor Manufacturing, Vol. 33, No. 1, pp. 128-139.
- C.-T. Su, F.-M. Su, T.-Y. Chen and L.-F. Chen (2019), “Enhancing The Structural Strength of an Odd Laptop via Six Sigma Approach,” IEEE Transactions on Components, Packaging and Manufacturing Technology, Vol. 9, No. 11, pp. 2200-2209.
- C.-T. Su and F.-M. Su (2018), “Yield Improvement in Color Filter Manufacturing Using Taguchi Methods and TRIZ’s Substance-Field Analysis,” IEEE Transactions on Components, Packaging and Manufacturing Technology, Vol. 8, No. 12, pp. 2198-2212.
- C.-T. Su, C.-C. Hsu, T. Yang and H.-P. Hsu (2017), “Optimization of Solder Volume in Printed Circuit Board Assembly through Operating Window Experiment—A Case Study,” Experimental Techniques, Vol. 41, No. 3, pp. 309-316.
- Y.-C. Chen and C.-T. Su (2016), "Distance-Based Margin Support Vector Machine for Classification," Applied Mathematics and Computation, Vol. 283, pp. 141-152.
- S.-H. Hung, P.-C. Wang, H.-C. Lin, H.-Y. Chen and C.-T. Su (2015), “Integration of Value Stream Map and Healthcare Failure Mode and Effect Analysis into Six Sigma Methodology to Improve Process of Surgical Specimen Acquisition,” Journal of Healthcare Engineering, Vol. 6, No. 3, pp. 377-398.
- F.-F. Wang and C.-T. Su (2014), “Enhanced Fuzzy-Connective-Based Hierarchical Aggregation Network using Particle Swarm Optimization,” Engineering Optimization, Vol. 46, No. 11, pp. 1501-1519.
- C.-T. Su, H.-C. Lin, P.-W. Teng and T. Yang (2014), “Improving the Reliability of Electronic Paper Display Using FMEA and Taguchi Methods: A Case Study,” Microelectronics Reliability, Vol. 54, Nos. 6-7, pp. 1369-1377.
- C.-S. Lin and C.-T. Su (2013), “The Taiwan National Quality Award and Market Value of the Firms: An Empirical Study,” International Journal of Production Economics, Vol. 144, No. 1, pp. 57-67.
- C.-T. Su, P.-C. Wang, Y.-C. Chen and L.-F. Chen (2012), "Data Mining techniques for Assisting the Diagnosis of Pressure Ulcer Development in Surgical Patients," Journal of Medical Systems, Vol. 36, No. 4, pp. 2387-2399.
- C.-T. Su, Y.-H. Hsiao and C.-C. Chang (2012), "Parameter Optimization Design for Touch Panel Laser Cutting Process," IEEE Transactions on Automation Science and Engineering, Vol. 9, No. 2, pp. 320-329.
- C.-T. Su, C.-M. Lin and C.-C. Hsu (2012), "Optimization of the Optical Whiteness Ratio for Flexible Display by Using Taguchi’s Dynamic Approach," IEEE Transactions on Semiconductor Manufacturing, Vol. 25, No. 1, pp. 2-15.
- C.-T. Su, Y.-H. Hsiao and Y.-L. Liu (2012), "Enhancing the Fracture Resistance of Medium/Small-sized TFT-LCD using Six Sigma Methodology," IEEE Transactions on Components, Packaging and Manufacturing Technology, Vol. 2, No. 1, pp. 149-164.
- C.-C. Hsu and C.-T. Su (2011), "An Adaptive Forecast-Based Chart for Non-Gaussian Processes Monitoring: With Application to Equipment Malfunctions Detection in a Thermal Power Plant," IEEE Transactions on Control Systems Technology, Vol. 19, No. 5, pp. 1245-1250.
- Y.-H. Hsiao and C.-T. Su (2009), "Multi-class MTS for Saxophone Timbre Quality Inspection Using Waveform Shape-based Features," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 39, No. 3, pp. 690-704.
- C.-T. Su, C.-J. Chou and L.-F. Chen (2009), "Application of Six Sigma Methodology to Optimize the Performance of the Inter-Metal Dielectric Process," IEEE Transactions on Semiconductor Manufacturing, Vol. 22, No. 2, pp. 297-304.
- C.-T. Su and Y.-H. Hsiao (2009), "Multi-class MTS for Simultaneous Feature Selection and Classification," IEEE Transactions on Knowledge and Data Engineering, Vol. 21, No. 2, pp. 192-205.
- L.-F. Chen, C.-T. Su and M.-H. Chen (2009), "A Neural-Network Approach for Defect Recognition in TFT-LCD Photolithography Process," IEEE Transactions on Electronics Packaging Manufacturing, Vol. 32, No. 1, pp. 1-8.
- C.-T. Su and Y.-H. Hsiao (2007), "An Evaluation of the Robustness of MTS for Imbalanced Data," IEEE Transactions on Knowledge and Data Engineering, Vol. 19, No. 10, pp. 1321-1332.
- C.-T. Su and C.-H. Yang (2006), "Two-Phased Meta-Heuristic Methods for the Post-Mapping Yield Control Problem," International Journal of Production Research, Vol. 44, No. 22, pp. 4837-4854.
- Y.-H. Chen and C.-T. Su (2006), "A Kano-CKM Model for Customer Knowledge Discovery," Total Quality Management & Business Excellence, Vol. 17, No. 5, pp. 589-608.
- C.-T. Su and J.-H. Hsu (2006), "Precision Parameter in the Variable Precision Rough Sets Model: An Application," OMEGA—The International Journal of Management Science, Vol. 34, No. 2, pp. 149-157.
- C.-T. Su, C.-H. Yang, K.-H. Hsu and W.-K. Chiu (2006), "Data Mining for the Diagnosis for Type II Diabetes from Three-Dimensional Body Surface Anthropometrical Scanning Data," Computers & Mathematics with Applications, Vol. 51, pp. 1075-1092.
- C.-T. Su, M.-C. Chen and H.-L. Chan (2005), "Applying Neural Network and Scatter Search to Optimize Parameter Design with Dynamic Characteristics," Journal of the Operational Research Society, Vol. 56, No. 10, pp. 1132-1140.
- M.-C. Chen, C.-T. Su, C.-C. Hsu and Y.-W. Liu (2005), "Data Transformation in SPC for Semiconductor Machinery Control: a Case of Monitoring Particles," International Journal of Production Research Vol. 43, No. 13, pp. 2759-2773.
- C.-T. Su, P.-S., Wang and C.-C. Hsu (2005), "Effective Approaches for Low Temperature Poly Silicon TFT LCD Post-mapping Yield Control Problem," IEEE Transactions on Automation Science and Engineering, Vol. 2, No. 2, pp. 198-206.
- C.-T. Su, T.-L. Chiang and K. Chiao (2005), "Optimizing IC Delamination Quality via Six Sigma Approach," IEEE Transactions on Electronics Packaging Manufacturing, Vol. 28, No. 3, pp. 241-248.
- C.-T. Su and C.-C. Hsu (2004), "A Time-Varying Weights Tuning Method of the Double EWMA Controller," OMEGA—The International Journal of Management Science, Vol. 32, No. 6, pp. 473-480.
- C.-T. Su and C.-C. Hsu (2004), "On-line Tuning of Single EWMA Controller Based on the Neural Technique," International Journal of Production Research, Vol. 42, No. 11, pp. 2163-2178.
- C.-T. Su and Y.-R. Shiue (2003), "An Intelligent Scheduling Controller for Shop Floor Control Systems: A Hybrid Genetic Algorithm/Decision Tree Learning Approach," International Journal of Production Research, Vol. 41, No. 12, pp. 2619-2641.
- T.-L. Chiang and C.-T. Su (2003), "Optimization of TQFP Molding Process Using Neuro-fuzzy-GA Approach," European Journal of Operational Research, Vol. 147, No. 1, pp. 156-164.
- C.-T. Su, T. Yang and C.-M. Ke (2002), "A Neural-Network Approach for Semiconductor Wafer Post-Sawing Inspection," IEEE Transactions on Semiconductor Manufacturing, Vol. 15, No. 2, pp. 260-266.
- C.-T. Su and T.-L. Chiang (2002), "Optimal Design for a Ball Grid Array Wire Bonding Process Using a Neuro-Genetic Approach," IEEE Transactions on Electronics Packaging Manufacturing, Vol. 25, No. 1, pp. 13-18.
- C.-T. Su and M.-C. Chen (1999), "Computer-Aided Optimization of Multi-Pass Turning Operations for Continuous Forms on CNC Lathes," IIE Transactions, Vol. 31, No. 7, pp. 583-596