許 俊 欽
Chun-Chin Hsu
(Ph.D., National Chiao Tung University)
Assistant Professor
Department of Industrial Engineering and Management
Chaoyang University of Technology
168 Jifong E. Rd., Wufong Township Taichung County, 41349, Taiwan (R.O.C.)
Tel: 886-4-23323000 ext 7732
E-mail: cchsu@cyut.edu.tw
Office: E-317.5
Education
國立交通大學工業工程與管理系博士 (90.09 ~ 93.07)
國立交通大學工業工程與管理系碩士 (88.09 ~ 90.07)
中原大學工業工程學系學士 (84.09 ~ 88.07)
Assistant Professor Experience
1. 朝陽科技大學工業工程與管理學系，助理教授 (95.08 ~)
2. 鑫永銓股份有限公司，品質管理講師 (98.05 ~ 98.06)
3. 朝陽科技大學工業工程與管理學系，行政教師 (97.09 ~)
5. 清華大學財團法人自強基金會，六標準差綠帶課程講師 (96.07 ~)
6. 台北國泰醫院，六標準差訓練輔導專案講師 (96.07 ~)
7. 經濟部專業人員研究中心，六標準差研究班講師 (96.05 ~)
8. 清華大學財團法人自強基金會，六標準差綠帶課程講師 (95.08 ~)
9. 元培技術學院財務金融學系，兼任助理教授 (95.02 ~ 95.07)
10. 國防部資電作戰指揮部，通信士 (93.09 ~ 95.01)
11. 聯華電子，新竹，品質可靠度與保證部門，品質管理工程師 (92.7 ~ 93.6)
Research Interest
1. 品質管理與工程 (Quality Management & Engineering)
2. 多變量統計流程管制 (Multivariate Statistical Process Control)
3. 先進流程控制 (Advanced Process Control, APC)
4. 生化資料分析與探勘 (Biochemical data analysis and mining)
5. 六標準差管理 (Six-Sigma Management)
Awards
1. 第四屆 IEEE WICOM: EMS & ISM 2008最佳論文獎。
"Best paper award," the 4th IEEE International Conference on Wireless Communications, Networking and Mobile Computing EMS & ISM 2008, Oct.15-17, Dalian, China (EI).
(Top 3 out of 1692 papers).
2. 第七屆亞洲品質網絡(Asian Network for Quality)2009最佳論文獎。
"Best paper award," the 7th ANQ Congress Tokyo 2009 held on 15th-18th September at Waseda University (早稻田大學), Tokyo, Japan.
Publications
Published & Accepted Papers
1. Hsu, C. C.*, Chen, M. C., & Chen, L. S. (2010). A Novel Process Monitoring Approach with Dynamic Independent Component Analysis. Control Engineering Practice, 18(3), 242-253. [SCI, EI]. (IF = 1.943). (Grant No. NSC 98-2410-H-324-006-MY2).
2. Cheng, C. Y.*, Hsu, C. C., & Chen, M. C. (2010). Adaptive Kernel Principal Component Analysis (KPCA) for Monitoring Small Disturbance of a Non-Linear Process. Industrial & Engineering Chemistry Research, 49(5), 2254-2262. [SCI, EI]. (IF = 1.758).
3. Hsu, C. C.*, Chen, M. C., & Chen, L, S. (2010). Integrating Independent Component Analysis and Support Vector Machine for Multivariate Process Monitoring. Computers & Industrial Engineering, 59(1), 145-156. [SCI, EI]. (IF =1.491). (Grant No. NSC 97-2410-H-324-015).
4. Hsu, C. C.*, & Cheng, C. Y. (2010). Adaptive Chart Based on Independent Component Analysis for Multivariate Statistical Process Monitoring. International Journal of Innovative Computing Information and Control, 6(8), 3365-3380. [SCI, EI]. (IF = 2.932). (Grant No. NSC 97-2410-H-324-015).
5. Hsu, C. C.* & Su, C. T. (accepted). 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 [SCI] (IF = 1.858). (Grant No. NSC 98-2410-H-324-006-MY2).
6. Hsu, C. C.*, Chen, L. S., & Liu, C. H. (2010). A Process Monitoring Scheme Based on Independent Component Analysis and Adjusted Outliers. International Journal of Production Research, 48(6), 1727-1743. [SCI, EI]. (IF = 0.803). (Grant No. NSC 97-2410-H-324-015).
7. Hsu, C. C.*, Chen, M. C., & Chen, L, S. (2010). Intelligent ICA-SVM Fault Detector for non-Gaussian Multivariate Process Monitoring. Expert Systems with Applications, 37(4), 3264-3273. [SCI, EI]. (IF = 2.908). (Grant No. NSC 97-2410-H-324-015).
8. Chen, L. S.*, Hsu, C. C., & Chang, Y. S. (accepted). MD-SVM: A Two Phase Learning scheme for the Class Imbalance Problem. International Journal of Innovative Computing Information and Control. [SCI, EI]. (IF = 2.932).
9. Chen, L. S.*, Liu, C. H., Hsu, C. C., & Lin, C. S. (accepted). C-Kano Model: A Novel Approach for Discovering Attractive Quality Elements. Total Quality Management & Business Excellence. [SSCI]. (IF = 0.299). (Grant No. NSC 96-2416-H-324 -003 -MY2)
10. Chen, L. S.*, Hsu, C. C., & Chen, M. C. (2009), Customer Segmentation and Classification from Blogs by Using Data Mining: An Example of VOIP Phone. Cybernetics & Systems, 40(7), 608-632. [SCI, EI]. (IF = 0.780).
11. Liu, C. H.*, Chen, L. S., & Hsu, C. C. (2008). An Association-based Case Reduction Technique for Case-based Reasoning. Information Sciences, 178(17), 3347-3355. [SCI, EI]. (IF = 3.291).
12. Chen, M. C.*, Chen, L. S., Hsu, C. C., & Zeng, W. R. (2008). An Information Granulation based Data Mining Approach for Classifying Imbalanced Data. Information Sciences, 178(16), 3214-3227. [SCI, EI]. (IF = 3.291).
13. Su, C. T.*, Wang, P. S., & Hsu, C. C. (2005). Effective Approaches for Low Temperature Polysilicon TFT LCD Post-Mapping Yield Control Problem. IEEE Transactions on Automation Science and Engineering, 2(2), 198-206. [SCI, EI]. (IF = 1.471).
14. Chen, M. C.*, Su, C. T., Hsu, C. C., & Liu, Y. W. (2005). Data Transformation in SPC for Semiconductor Machinery Control: A Case of Monitoring Particles. International Journal of Production Research, 43(13), 2759-2773. [SCI, EI]. (IF = 0.803).
15. Su, C. T.*, & Hsu, C. C. (2004). A Time-Varying Weights Tuning Method of the Double EWMA Controller. Omega – International Journal of Management Science, 32, 473-480. [SSCI, SCI]. (IF = 3.101).
16. Su, C. T.*, & Hsu, C. C. (2004). On-Line Tuning of A Single EWMA Controller Based on the Neural Technique. International Journal of Production Research, 42(11), 2163-2178. [SCI, EI]. (IF = 0.803).
17. Hsu, C. C., & Su, C. T.* (2004). A Neural Network-based Adaptive Algorithm on the Single EWMA Controller. International Journal of Advanced Manufacturing Technology, 23, 586-593. [SCI, EI]. (IF = 1.128).
Revised & Submitted Papers
18. Lin, C, S., Chen, L. S.*, & Hsu, C. C. An Innovative Approach for Product Functions Development. Production Planning & Control. [SCI]. (under review). (IF= 0.730)
Refereed Proceedings
1. Chen, L. F., Wang, P. C., Hsu, C. C., Su, C. T*. (2010). Adopting Multi-class MTS to predict the obstructive sleep apnea. ICAOR 2010 Conference , 2010-08. Turku Finland.
2. Hsu, C. C*., Cheng, C. Y., Chang, C. M., Tung, B. C. (2010). Designing a Single Chart for ICA-based Process Monitoring by Using Kernel Density Estimation Joint Probability Function. 40th International Conference on Computers and Industrial Engineering, Awaji Island, Japan.
3. Hsu, C. C*., Cheng, C. Y., & Shentu, Y. L. (2009). Multivariate Statistical Process Monitoring Based on Adaptive Independent Component Analysis. The 7th ANQ Congress, September 15-18 at Waseda University, Tokyo, Japan. (Best paper award).
4. Chen, L. S*., Lin, C. C., & Hsu, C. C., & Chen, S. H. (2009). A Systematic Approach for New RFID Products Quality Elements Creation. The 7th ANQ Congress, September 15-18, Tokyo, Japan.
5. Chen, L. S*., Hsu, C. C., & Chen. L. F. (2009). Developing a robust classifier for fault detection in production environment, the 13th IFAC Symposium on Information Control Problems in Manufacturing, INCOM '09, June 3~5, 2009, Moscow, Russia.
6. Hsu, C. C*., Yang, C. H., & Su, C. T. (2009). A Novel Independent Component Analysis based Process Monitoring Scheme, the 13th IFAC Symposium on Information Control Problems in Manufacturing, INCOM '09, June 3~5, 2009, Moscow, Russia.
7. Chen, L. S*., Hsu, C. C., & Chang, Y. S. (2009). MDS: A Novel Method for Class Imbalance Learning, The 3rd International Conference on Ubiquitous Information Management and Communication, January 15-16, 2009, SKKU, Suwon, Korea. (ACM digital library included).
8. 許俊欽*，李政毅，(2009/5)，發展適應性獨立成份分析於多變量統計製程監控，2009新世代工業工程與系統管理研討會，僑光技術學院，台中。
9. Hsu, C. C*., & Chen, L. S. (2008). Integrate independent component analysis and support vector machine for monitoring non-Gaussian multivariate process. The 4th IEEE International Conference on Wireless Communications, Networking and Mobile Computing, Oct. 12-14, Dalian, China [EI].
10. Chen, L. S*., Hsu, C. C. & Chang, P. C. (2008). Developing a TRIZ-Kano model for creating attractive quality. The 4th IEEE International Conference on Wireless Communications, Networking and Mobile Computing, Oct. 12-14, Dalian, China [EI]. (Best Paper Award).
11. Hsu, C. C*., & Chang, C, M. (2007). Denelop ICA Based NN classifier for Multivariate Data Analysis. The 8th APIEMS & CIIE Conference, Kaohsiung, Taiwan.
12. Hsu, C. C*., & Su C. T. (2006). Develop Adaptive dEWMA Controller under a Wear-Out Process. 36th International Conference on Computers and Industrial Engineering, Taipei, Taiwan.
13. 徐賢斌*、許俊欽，許志華，民國95年10月，「自動倉儲系統物件導向模擬模式之構建」，2006運籌管理學術研討會論文集，台灣運 籌管理學會，357-365。
14. Hsu C. C*., & Su C. T. (2003). Adaptive Single EWMA Controller Based on Neural Network. The First ANQ Congress & the 17th Asia Quality Symposium, Beijing, China, pp. 676-683.
Dissertation
1. Hsu, C. C. (2004). Development and Evaluation of Dynamic Tuning Methods for EWMA Controllers. Ph.D. Dissertation, Department of Industrial Engineering and Management, National Chiao Tung University, R.O.C.
2. Hsu, C. C. (2001). Integrate SPC and EPC: Using Neural Network To Construct Disturbance Model. M.S. Dissertation, Department of Industrial Engineering and Management, National Chiao Tung University, R.O.C.
Research Projects
| 計畫名稱 | 委託單位 | 擔任角色 | 執行期間 | 狀態 |
|
發展修正後獨立成份分析法於多變量統計製程監控 (NSC 98-2410-H-324-006-MY2) |
國科會 | 計劃主持人 | 2009/08/01~2011/07/31 | 執行中 |
|
獨立成分分析於製程監控方法之發展與評估 （NSC 97-2410-H-324-015） |
國科會 | 計劃主持人 | 2008/08/01~2009/07/31 | 執行完畢 |
Students Advised
碩士班
1. 申屠瑀龍，2010， 提升獨立成份分析法於批次製程之監控:以盤尼西林發酵製成為例。
2. 董秉智，2010， 結合經驗模態分解(EMD)能量轉換與支援向量機於冷氣機失效模式辨識。
3. 郭學哲，2010，適應性核獨立成份分析(KICA)於非線性流程之監控。
4. 李政毅，2009，發展適應性管制圖以提升傳統ICA監控方法 (Developing an Adaptive Chart to Enhance Traditional ICA based Monitoring Method)。
5. 張錦明，2008，發展以部份最小平方法為基底之獨立成份分析方法(Develop a Partial Least Squares Based Independent Component Analysis Method)。(in English)
6. 碩二： 鄭仲宏
碩一： 張皓然，王郁誌
大學專題
1. 張瑞尹，范成豪，陳宗煜，張皓然，陳奕丞，2009，射出成型機-田口式參數最佳化設計。
2. 呂威德，張藝瀧，林欣峰，曾宥勳，2008，監控瓶蓋不良率之管制圖發展。
3. 董秉智，林哲希，張昭威，劉明漢，2007，兩階段匈牙利法於 TFT-LCD 面板良率提升。
Services
University Services
98學年度，技術校院二年制統一入學測驗監試委員
98學年度，學生事務委員會委員
98學年度，教師評審委員會委員
98學年度，課程委員會委員
98學年度，建教/專題/實習/演講委員
98學年度，行政教師
98學年度，工業工程與管理學系四技二B導師
97學年度，日間部暨進修部招考轉學生招生考試監試委員
97學年度，朝陽科技大學工業工程與管理系碩士學位考試委員
97學年度，朝陽科技大學資訊管理學系碩士學位考試委員
97學年度，教師評審委員會
97學年度，課程委員會委員
97學年度，學生事務委員會
97學年度，工業工程與管理學系四技二B導師
97學年度，行政教師
96學年度，朝陽科技大學資訊管理學系碩士學位考試委員
96學年度，朝陽科技大學工業工程與管理系碩士學位考試委員
96學年度，學生事務委員會委員
96學年度，課程委員會委員
96學年度，教師評審委員會委員
96學年度，圖書代表
96學年度，工業工程與管理學系四技二B導師
95學年度，朝陽科技大學工業工程與管理系碩士學位考試委員
95學年度，學生事務委員會委員
95學年度，課程委員會委員
95學年度，教師評審委員會委員
95學年度，圖書諮詢委員會委員
95學年度，圖書代表
95學年度，學生申訴評議委員會委員
95學年度，工業工程與管理學系四技二B導師
Reviewer
IIE Transactions (SCI)
Information Sciences (SCI)
Journal of the Chinese Institute of Industrial Engineers (EI)
管理與系統 (TSSCI)
Journal of Quality (EI)
Industrial Engineering and Management System
Other Academic Activities
n 98 學年度，國立清華大學工業工程與工程管理學系碩士學位論文口試委員
n 97 學年度，國立交通大學管理學院交通運輸研究所碩士學位論文口試委員
n 97學年度，國立清華大學工業工程與管理學系碩士學位論文口試委員
n 96 學年度，國立交通大學管理學院交通運輸研究所碩士學位論文口試委員
n 主持人，2009第一屆新世代工業工程與系統管理研討會
n 論文委員會委員，品質月刊，中華民國品質學會（2008 ~2009.12）
Courses Taught
品質管制
高等品質工程