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个人简介

最高學歷 ♦ 美國威斯康辛大學麥迪遜分校決策科學與作業研究博士 Dr. Chen-Fu Chien was born in 1966 in Taiwan, R.O.C. He received B.S. with double majors in Industrial Engineering and Electrical Engineering with the Phi Tao Phi Honor from National Tsing Hua University (NTHU) in 1990. He then served military obligation as a Lieutenant in the Army Armor School and retired with the Medal of Loyalty and Diligence in 1992. He received M.S. in Industrial Engineering and Ph.D. of Decision Sciences and Operations Research with two minors in Statistics and Business at the University of Wisconsin-Madison, U.S.A., in 1994 and 1996, respectively. He was a Fulbright Scholar in the Department of Industrial Engineering and Operations Research, UC Berkeley, from 2002 to 2003. He also received the Executive Training of PCMPCL from Harvard Business School in 2007.   He is a Tsinghua Chair Professor and Micron Chair Professor in the Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Taiwan. He joined NTHU as Assistant Professor in 1996, had been an Associate Professor from 1999 to 2003, a Full Professor from 2003 to 2010, a Tsinghua Distinguished Professor from 2010 to 2013, and has been a Tsinghua Chair Professor since 2013. He also teaches EMBA/MBA in the School of Technology Management in NTHU. He has been the Convener of Industrial Engineering and Management Program, Ministry of Science and Technology (MOST) from 2017 to 2019, the Director of the Artificial Intelligence for Intelligent Manufacturing Systems (AIMS) Research Center of MOST from 2018 to 2022, the NTHU-Taiwan Semiconductor Manufacturing Company (TSMC) Center for Manufacturing Excellence and the Principal Investigator for the MOST Semiconductor Technologies Empowerment Partners (STEP) Consortium since 2013. He is also the founding Director of AIMS Fellows Executive Master Program in NTHU since 2018. He was a Visiting Professor in Institute for Manufacturing, Cambridge University in 2004, 2005, and 2011 (sponsored by Royal Society, UK), a Visiting Professor in Beijing Tsinghua University in 2004 (sponsored by Chinese Development Foundation), and a Visiting Professor in Waseda University in 2005 (sponsored by Japan Interchange Association Young Scholar Fellowship). From 2005 to 2008, he had been on-leave as a Deputy Director with Industrial Engineering Division, TSMC.   His research mainly concerns the development of better analytical methods including big data analytics, decision analysis, and optimization algorithms and digital decision solutions for companies confronting with decision problems involved in strategy, manufacturing, and technology that are characterized by uncertainty and a need for tradeoff among various objectives and effective implementation for flexible decisions. Dr. Chien and his Decision Analysis Lab (DALab) Associates have been actively involved in many university-industry collaborative research projects in various industries including semiconductor manufacturing, solar, LED, computers, textile, aerospace, and traditional industries in which they employ analytics expertise in solving real problems with domain experts. He has published more than 170 journal papers with more than 5000 citations and 11 case studies in Harvard Business School. Dr. Chien has published 5 books. His book on Industry 3.5 (ISBN 978-986-398-380-4) that proposes Industry 3.5 as hybrid strategy for emerging countries to migrate for intelligent manufacturing is one of bestselling books in Taiwan. Dr. Chien has applied several invention patents for intelligent manufacturing, 22 of which have been granted.   Dr. Chien has received many awards including the Executive Yuan Award for Outstanding Science & Technology (2016), the National Quality Award from the Executive Yuan (2012), Distinguished Research Awards from Ministry of Science & Technology (2007, 2011, 2016), Tier-One Principal Investigator (2005-2008), University Industrial Contribution Award from Ministry of Economic Affairs for Individual Contribution (2009) and Group Contribution (2010), Distinguished University-Industry Collaborative Research Award from the Ministry of Education (2001), Teco Award (2018), the Management of Technology Award (DALab) from Chinese Society for Management of Technology (2017), Distinguished Young Faculty Research Award (2001) and Distinguished University-Industry Collaborative Research Award (2007, 2016) by NTHU, Best Paper Award (2001), Distinguished Young Industrial Engineer Award (2001), IE Medal (2010) from Chinese Institute of Industrial Engineers, Best Engineering Paper Award (2002) and Distinguished Engineering Professor (2010) by Chinese Institute of Engineers, TSMC-NTHU Faculty Semiconductor Research Grant (2004), and the Lu, Feng-Chang Award from Chinese Management Association (2007). He also received the 2011 Best Paper Award of IEEE Transactions on Automation Science and Engineering, and the 2015 Best Paper Award of IEEE Transactions on Semiconductor Manufacturing.   Dr. Chien is a fellow of APIEMS, CIIE, and CSMOT. Dr. Chien is an editorial member and/or a guest editor for Computers and Industrial Engineering, IEEE Transactions on Automation Science and Engineering, Flexible Services and Manufacturing Journal, International Journal of Business, International Journal of Production Economics, Journal of Intelligent Manufacturing, OR Spectrum, Journal of the Chinese Institute of Industrial Engineers (EI/TSSCI), Sun Yat-Sen Management Review (TSSCI), Journal of Management and Systems (TSSCI), and Journal of Quality (EI). 近三年執行計畫 簡禎富 Chen-Fu Jeff Chien IC產業同盟:大數據分析、資源管理優化與聰明生產技術(2/2) IC STEP Consortium: Big Data Analytics, Resource Management Optimization, and Smart Production Technologies 科技部 Ministry of Science and Technology 2017.10 - 2018.9 簡禎富 Chen-Fu Jeff Chien 光電產業智慧網實系統大數據分析與優化技術研發及其應用驗證(2/3) Big Data Analytics and Optimization Technologies for Cyber- Physical System and Empirical Studies for Opto-electronics Industries 科技部 Ministry of Science and Technology 2017.10 - 2018.9 簡禎富 Chen-Fu Jeff Chien CVD機台設備參數大數據分析與設備健康狀況監控模型之研發 Big Data Analytics for CVD Tool Parameters and Tool Health Monitor Model 友達光電股份有限公司 AU Optronics Corp. 2017.9 – 2017.12 簡禎富 Chen-Fu Jeff Chien 先進IC封裝製程機台差異監控模組 Module for Advanced Monitoring the Difference among IC Package Machines 日月光半導體製造股份有限公司中壢分公司 ASE Group 2017.7 - 2018.1 簡禎富 Chen-Fu Jeff Chien 科學工業園區研發精進產學合作計畫--IC設計服務Turnkey Service的需求預測與產能管理(合作廠商:創意電子股份有限公司) Demand Forecast of Turnkey Service and Capacity Management in the IC Design Service Industry 科技部新竹科學工業園區管理局 Hsinchu Science Park Bureau, Ministry of Science and Technology 2017.5 - 2018.4 <> •第25屆東元科技獎 (2018) •中國工業工程學會 會士 (2018) •中華民國科技管理學會 科技管理獎(DALab) (2107) •中華民國行政院 傑出科技貢獻獎 (2016) •中華民國科技部 傑出研究獎 (2007, 2011, 2016) •Asia Pacific Industrial Engineering & Management Systems Conference Fellow (2016) •The 2015 IEEE Transactions on Semiconductor Manufacturing Best Paper Award (2015) •第一屆東森盃Big Data校園爭霸戰 第一名 (2014) •國立清華大學101年度 產學績優教師 (2013) •國立清華大學 績優技轉教師獎 (2012) •中華民國科技管理學會 院士(Fellow)(2012) •The 2011 IEEE Transactions on Automation Sciences and Engineering Best Paper Award (2012) •國家品質獎研究類個人獎 (2012) •工業工程獎章 (2010) 傑出工程教授 (2010) •經濟部「大學產業經濟貢獻獎」(2009) •國科會第一級計畫主持人獎(Top 3% / 2005 - 2008) •清華大學第一屆傑出產學合作獎(2007) •國科會產學合作典範專書「學與致用」所介紹的九位教授之一(2007) •台灣積體電路製造股份有限公司半導體研究獎勵(2004) •國科會優良學術期刊獎(2004):工業工程學刊(EI全文檢索)執行編 輯 •北京清華大學工業工程系訪問教授(中華發展基金會與北京清華大學獎 助, 2004) •英國劍橋大學製造研究所訪問教授(英國皇家學會獎助, 2004) •中國工程師學會工程論文獎(2002) •教育部產學合作研究獎(2001) •清華大學新進人員研究獎(2001) •中國工業工程學會優秀青年工業工程師獎(2001) •中國工業工程學會工業工程論文獎(2001) •國科會甲等研究獎、國科會計畫主持人獎(2001 - 2004) •斐陶斐榮譽學會會員 (1990)

研究领域

♦ 決策分析 ♦ 資料挖礦與大數據分析 ♦ 半導體製造模式與分析 ♦ 智慧製造與數位決策 ♦ 製造策略與工業3.5

近期论文

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Journal Papers 1.Chien, Chen-Fu, Hsu, S., and Chen, YJ (2013), “A System for Online Detection and Classification of Wafer Bin Map Defect Patterns for Manufacturing Intelligence,” International Journal of Production Research, 51(8), 2324-2338. (NSC100-2628-E-007 -017 -MY3) (SCI). (2011 Impact Factor: 1.115) 2.Xie, Y., Chien, Chen-Fu, Tang, R.Z. (2013), “A method for estimating the cycle time of business processes with many-to-many relationships among the resources and activities based on individual worklists,” Computers & Industrial Engineering, 65(2), 194-206. (SCI) 3. Liu, C.W., Chien, Chen-Fu (2013), “An intelligent system for wafer bin map defect diagnosis: An empirical study for semiconductor manufacturing,” Engineering Applications of Artificial Intelligence, 26, 1479-1486. (SCI) 4.Chien, Chen-Fu, Hsu, C.Y., Chang, K.H. (2013), “Overall Wafer Effectiveness (OWE): A novel industry standard for semiconductor ecosystem as a whole,” Computers & Industrial Engineering, 65(1), 117-127. (SCI) 5.簡禎富、陳勁甫、林國義 (2013)。“在新竹科學工業園區及週邊規劃研究園區之研究。” 管理與系統,20(2),227-255。(TSSCI) 6.簡禎富、彭金堂、許嘉裕 (2013)。”產學合作模式之研究-以科學工業園區固本精進產學合作計畫為例。” 管理與系統,20(1),27-54。(TSSCI) 7.Chien, Chen-Fu, Wu, J.Z., Wu, C.C. (2013), “A two-stage stochastic programming approach for new tape-out allocation decisions for demand fulfillment planning in semiconductor manufacturing,” Flexible Services and Manufacturing Journal, 25(3), 286-309. (SCI) 8.Chien, Chen-Fu, Kuo, R.T. (2013), “Beyond make-or-buy: cross-company short-term capacity backup in semiconductor industry ecosystem,” Flexible Services and Manufacturing Journal, 25(3), 310-342. (SCI) 9.Chien, Chen-Fu, Hsu, C.Y., Chen, P.N. (2013), “Semiconductor fault detection and classification for yield enhancement and manufacturing intelligence,” Flexible Services and Manufacturing Journal, 25(3), 367-388. (SCI) 10.J.Z. Wu, X.C. Hao, Chen-Fu Chien, M. Gen (2012), “A novel bi-vector encoding genetic algorithm for the simultaneous multiple resources scheduling problem,” Journal of Intelligent Manufacturing, 23(6), 2255-2270. (SCI) 11.Chien, Chen-Fu, Kim, K.H., Liu, B.D., Gen, M. (2012), “Advanced decision and intelligence technologies for manufacturing and logistics,” Journal of Intelligent Manufacturing, 23(6), 2133-2135. (SCI) 12.Li, X., Chien, Chen-Fu, Li, L., Gao, Z.Y., Yang, L.X. (2012), “Energy-Constraint Operation Strategy for High-Speed Railway,” International Journal of Innovative Computing, Information & Control, 8(10A), 6569-6583. (EI/SCI) 13.Chien, Chen-Fu, Hsu, C.Y., Hsiao, C.W. (2012), “Manufacturing intelligence to forecast and reduce semiconductor cycle time,” Journal of Intelligent Manufacturing, 23(6), 2281-8894. (SCI) 14.Chien, Chen-Fu, Zheng, J.N. (2012), “Mini-max regret strategy for robust capacity expansion decisions in semiconductor manufacturing,” Journal of Intelligent Manufacturing, 23(6), 2151-2159. (SCI) 15.Jin, H., Wang, Z. and Chien, Chen-Fu (2012), “A cut-to-order strategy for one-dimensional cable cutting and a case study,” Journal of the Chinese Institute of Industrial Engineers, 29(8), 572-586. (NSC 100-2628-E-007-017-MY3) (EI/TSSCI). (工業工程學刊) 16.Li, Xiang, Chien, Chen-Fu, Yang L., and Gao Z. (2012), “Train Fueling Cost Minimization Problem with Fuzzy Fuel Prices,” Flexible Service and Manufacturing Journal, 1-19. (SCI). (DOI: 10.1007/s10696-012-9159-y) (2011 Impact Factor: 0.25) 17.Hsu, C., Chien, Chen-Fu, and Chen, P. (2012), “Manufacturing intelligence for early warning of key equipment excursion for advanced equipment control in semiconductor manufacturing,” Journal of the Chinese Institute of Industrial Engineer, 29(5), 303-313. (NSC100-2628-E-007-017-MY3; NSC100-2218-E-155-003) (EI/TSSCI). (工業工程學刊) 18.Huang, Y.C., Zheng, J. and Chien, Chen-Fu (2012), “Decision Support System for Rehabilitation Scheduling to Enhance the Service Quality and Resource Effectiveness of Health Care,” Journal of the Chinese Institute of Industrial Engineer, 29(5), 348-363. (NSC100-2628-E-007-017-MY3; 101N2705E1) (EI/TSSCI). (工業工程學刊) 19.Chien, Chen-Fu, Wu C., and Chiang Y. (2012), “Coordinated capacity migration and expansion planning for semiconductor manufacturing under demand uncertainties,” International Journal of Production Economics, 135(2), 860-869. (NSC97-2221-E-007-111-MY3)(SCI)(2011 Impact Factor: 1.76) 20.Chien, Chen-Fu, and Lin K. (2012), “Manufacturing Intelligence For Hsinchu Science Park Semiconductor Sales Prediction,” Journal of the Chinese Institute of Industrial Engineers, 29(2), 98-110. (NSC97-2221-E-007-111-MY3, 99RA13, NSC 99-2911-I-007-033) (EI/TSSCI). (工業工程學刊) Wu, J-Z, Chien Chen-Fu and M. Gen (2012), “Coordinating Strategic Outsourcing Decisions for Semiconductor Assembly Using a Bi-objective Genetic Algorithm,” International Journal of Production Research, 50(1), 235-260. (NSC 97-2221-E-007-111-MY3) (SCI). (2011 Impact Factor: 1.115) 22.Chien, Chen-Fu, Hsu C., and Chang K. (2011), “Overall Wafer Effectiveness (OWE): A Novel Industry Standard for Semiconductor Ecosystem as a Whole,” Computers and Industrial Engineering. (NSC 99-2221-E-007 -047 -MY3)(SCI) doi:10.1016/j.cie.2011.11.024 (2011 Impact Factor: 1.589) 23.Li, Xiang, Chen-Fu Chien, Li L., Gao Z. and Yang L. (2012), “Energy-constraint operation strategy for high-speed railway,” International Journal of Innovative Computing, Information and Control, 8(10A), 6569-6583 (SCI). 24.Chien, Chen-Fu, Hsu C., and Hsiao C. (2011), “Manufacturing intelligence to forecast and reduce semiconductor cycle time,” Journal of Intelligent Manufacturing (NSC 97-2221-E-007-111-MY3) (SCI) (DOI 10.1007/s10845-011-0572-y) (2011 Impact Factor: 0.859) 25.Chien, Chen-Fu and Hu C. (2011), “Total Resource Management Framework: An Empirical Study of Semiconductor Fab,” Journal of Quality, 18(6), 581-607. (NSC 97-2221-E-007-111-MY3) (EI) (品質學報) 26.簡禎富、彭金堂、許嘉裕 (2011),「產學合作模式之研究-以科學工業園區固本精進產學合作計畫為例」,(NSC 97-2221-E-007-111-MY3) (TSSCI) (管理與系統) 27.簡禎富、陳勁甫、林國義(2011),「在新竹科學工業園區及週邊規劃研究園區之研究」,(NSC99-3011-P007-001、98e-012) (TSSCI) (管理與系統) 28.Chien, Chen-Fu and Kuo R.-T. (2011), “Beyond Make-or-Buy: Cross-company Short-term Capacity Backup in Semiconductor Industry Ecosystem,” Flexible Services and Manufacturing Journal (NSC 97-2221-E-007-111-MY3)(SCI) (2011 Impact Factor: 0.25) (DOI 10.1007/s10696-011-9113-4). 29.Chien, Chen-Fu and Zheng J.-N. (2011), “Mini-max regret strategy for robust capacity expansion decisions in semiconductor manufacturing,” Journal of Intelligent Manufacturing (SCI) (NSC 97-2221-E- 007-111-MY3; NSC99RA13) (DOI: 10.1007/s10845-011-0561-1) (2011 Impact Factor: 0.859) 30.Chien, Chen-Fu, Wu J.-Z. and Wu C.-C. (2011), “A two-stage stochastic programming approach for new tape-out allocation decisions for demand fulfillment planning in semiconductor manufacturing,” Flexible Services and Manufacturing Journal (SCI) (NSC97-2221-E-007-111-MY3; NSC100-2410-H-031-011-MY2; NSC99RA13) (2011 Impact Factor: 0.25) (DOI 10.1007/s10696-011-9109-0) 31.Wu J.-Z., Hao X.-C., Chien Chen-Fu, M. Gen (2011), “A Novel Bi-Vector Encoding Genetic Algorithm for the Simultaneous Multiple Resources Scheduling Problem,” Journal of Intelligent Manufacturing. (SCI) (NSC97-2221-E-007-111-MY3; NSC99RA13; NSC99-2410-H-031-002)(DOI 10.1007/s10845-011-0570-0) (2011 Impact Factor: 0.859) 32.Chien, Chen-Fu and Hsu C. (2011), “UNISON Analysis to Model and Reduce Step-and-Scan Overlay Errors for Semiconductor Manufacturing,” Journal of Intelligent Manufacturing, 22(3), 399-412 (NSC 96-2628-E-007-035-MY3) (SCI)( DOI: 10.1007/s10845-009-0298-2) (2011 Impact Factor: 0.859) 33.Chen, W. and Chien Chen-Fu (2011), “Measuring relative performance of wafer fabrication operations: A case study,” Journal of Intelligent Manufacturing, 22(3), 447-457. (NSC 97-2221-E-007-111-MY3) (SCI). (2011 Impact Factor: 0.859) (DOI 10.1007/s10696-011-9109-0) 34.Chen, L., and Chien Chen-Fu (2011), “Manufacturing intelligence for class prediction and rule generation to support human capital decisions for high-tech industries,” Flexible Services and Manufacturing Journal, 23(3), 263-289. (NSC 97-2221-E-007-111-MY3)(SCI) (DOI: 10.1007/s10696-010-9068-x). (2011 Impact Factor: 0.25) 35.Chien, Chen-Fu, and Kuo R.-T. (2011), “Industrial Engineering Is Shifting Paradigm in TAIWAN’s Industry,” Industrial Engineering, 4, 1-10. (in Chinese) (工業工程) 36.Chien, Chen-Fu, Stephane Dauzere-Peres, Hans Ehm , John W. Fowler, Zhibin Jiang, Shekar Krishnaswamy, Tae-Eog Lee, Lars Moench and Reha Uzsoy (2011), “Modeling and analysis of semiconductor manufacturing in a shrinking world: challenges and successes,” European Journal of Industrial Engineering, 5(3), 254-271 (SCI). (2011 Impact Factor: 0.413) 37.Chien, Chen-Fu and Hu C. (2011), “Macronix International Company Limited-Manufacturing Strategic Decision Making,” Sun Yat-Sen Management Review, 19(1), 11-41. (NSC 97-2221-E-007-111-MY3) (TSSCI).(中山管理評論) 38.Chien, Chen-Fu, Chen J., and Wei C. (2011), “Constructing a Comprehensive Modular Fuzzy Ranking Framework and Illustrations,” Journal of Quality, 18(4), 333-350. (NSC 99-2221-E-007-047-MY3) (EI). (品質學報) 39.Chen, Wen-Chih, and Chien Chen-Fu (2011), “Evaluating capacity pooling strategy in semiconductor manufacturing: A productivity perspective study,” International Journal of Production Research, 49(12), 3635-3652. (NSC 97-2221-E-007-111-MY3) (SCI) (2011 Impact Factor: 1.115) Kuo, C., Chien Chen-Fu and Chen C. (2011), “Manufacturing Intelligence to Exploit the Value of Production and Tool Data to Reduce Cycle Time,” IEEE Transactions on Automation Science and Engineering, 8(1), 103-111. (NSC 96-2628-E-007-035-MY3) (SCI) (2011 Impact Factor: 1.461) 41.Chien, Chen-Fu, Wu, J.-Z., and Weng, Y.-D. (2010), “Modeling order assignment for semiconductor assembly hierarchical outsourcing and its decision support system,” Flexible Services and Manufacturing Journal, 22(1-2), 109-139. (NSC97-2221-E-007-111-MY3; NSC99-2410-H-031-002) (2011 Impact Factor: 0.25) 42.Chien, Chen-Fu, Chen W. and Hsu S. (2010), “Requirement estimation for indirect workforce allocation in semiconductor manufacturing,” International Journal of Production Research, 48(23), 6959-6976. (NSC 97-2221-E-007-111-MY3) (SCI). (2011 Impact Factor: 1.115) 43.Chien, Chen-Fu, Chen Y., and Peng J. (2010), “Manufacturing Intelligence for Semiconductor Demand Forecast based on Technology Diffusion and Product Life Cycle,” International Journal of Production Economics, 128(2), 496-509.(NSC 96-2628-E-007-035-MY3) (SCI) (2011 Impact Factor: 1.76) 44.Chien, Chen-Fu, Shih Chintay and Chen T. (2010), “Dedicated Wafer Sorting: Ardentec Wafer Testing Service,” Management Review, 29(2), 3-11. (98-EC-17-A-02-S2-0999) (TSSCI). 45.Hsu, C., Chen-Fu Chien, Lin K.and Chien C. (2010), “Data Mining for Yield Enhancement in TFT-LCD Manufacturing and an Empirical Study,” Journal of the Chinese Institute of Industrial Engineers, 27(2). 140-156. (NSC 96-2221-E-007-048) (EI/TSSCI). (工業工程學刊) 46.Chien, Chen-Fu, Lee C., Huang Y. and Wu W. (2009), “An efficient computational procedure for determining the container loading pattern,” Computers and Industrial Engineering, 56(3), 965-978. (NSC88-2213-E-007-045; NSC95-2221-E-007-126)(SCI) (2011 Impact Factor: 1.589) 47.Chien, Chen-Fu, Yu C., and Hsu S. (2009), “UNISON Decision Analysis Framework for Constructing the Workforce Planning Decision Model for Semiconductor Manufacturing Fab,” Journal of Management and Systems, 16(2), 157-180. (NSC 96-2628-E-007-035-MY3) (TSSCI) (管理與系統) 48.Chien, Chen-Fu, Y. Huang and C. Hu (2009), “A Hybrid Approach of Data Mining and Genetic Algorithm for Rehabilitation Scheduling,” International Journal of Manufacturing Technology and Management, 16(1/2), 76-100. (NSC 93-2213-E-007-008) 49.Chien, Chen-Fu, C.-P. Chen and C.-H. Chen (2009), “Designing Performance Indices and A Novel Mechanism for Evaluating Government R&D Projects,” Journal of Quality, 16(2), 119-135. (NSC90-3012-P-007-001; NSC96-2628-E-007-035-MY3) (EI) (品質學報) 50.Wang, K., Y.S. Lin, Chien Chen-Fu and J.C. Chen (2009), “A fuzzy-knowledge resource-allocation model of the semiconductor final test industry,” Robotics and Computer Integrated Manufacturing, 25, 32-41. (NSC 96-2628-E-007-035-MY3) (SCI) (2011 Impact Factor: 1.173) 51.Lin, K. and Chien Chen-Fu (2009), “Cluster Analysis of Genome-wide Expression Data for Feature Extraction,” Expert Systems with Applications, 36, 3327-3335. (NSC 94-2213-E-007-049; NSC 95-2221-E-007-126) (SCI) (2011 Impact Factor: 2.203) Plenary Lecture and Keynote Speech 1.Keynote Speech, “Empirical Studies and Lessons Learned from Data Mining and Modeling the Decisions involved in Semiconductor Manufacturing,” the 8th International Symposium on Management Engineering, Taipei, Aug. 22-25, 2011. 2.Keynote Speech, “Modeling the decisions involved in high-tech manufacturing and opportunities for decision sciences,” the 2011 International Conference in Management Sciences and Decision Making, Taipei, May 21, 2011. 3.Keynote Speech, “Modeling and Analysis of the Decisions Involved in High-tech Manufacturing for Manufacturing Intelligence,” 2010 International Conference on Future Industrial Engineering and Application, Shenzhen, December 17, 2010. 4.Plenary lecture, “Modeling and Analysis of the Decisions for Manufacturing Intelligence,” the 2010 APIEMS, Melaka, Malaysia, December 7-10, 2010. 5.Plenary lecture, “Modeling and Analysis of the Decisions for Manufacturing Intelligence,” the 2010 APIEMS, Melaka, Malaysia, December 7-10, 2010. 6.Plenary lecture, “A Conceptual Methodology of ‘Industrial Engineering’ for ‘the Industry as a whole’: Semiconductor Industry as Illustration,” the 40th International Conference on Computers & Industrial Engineering, Awaji, Japan, July 26, 2010. Keynote Speech, “Corporate Intelligence Management and Decision Quality,” 2010 Digitimes DAF Forum, Taipei, July 15, 2010. 8.Plenary lecture, “Value Chain Evolution in Semiconductor Industry in light of Moore's Law and Implementation,” the 2009 APIEMS, Kitakyushu, Japan, December 14-16, 2009. 9.Keynote Speech,「先進製造業基礎之創新服務業:以半導體產業價值創新為例」, 昆山論壇,大陸昆山, October 22-24, 2009.(專題演講稿被北京清華大學出版之清華管理評論全文刊登) 10.Keynote Speech, “Value chain evolution in semiconductor industry in light of Moore’s Law”, the 13th Annual Cambridge International Manufacturing Symposium, September 25-26, 2008. 11.Invited Panelist, “Paradigm Shifts in High-tech industries”, Asia Business Conference 2008, Harvard Business School, March 8-9, 2008. Conference Papers 1.Chen-Fu Chien, Y. Chen, HH Chou, YM Liao, CM Hung, and C.-C. Chien (2012, October), “A dynamic overlay sampling scheme for APC in high-mix fab,” Proceedings of 20th International Symposium on Semiconductor Manufacturing (ISSM2012), 15-17 October, Tokyo, Japan. 2.C. Hsu, Chen-Fu Chien, Y. Chen (2012, June), “Manufacturing Intelligence Approach for Advanced Equipment Control and Production Control for Yield Enhancement and Operational Effectiveness,” Proceedings of 2nd International Conference on the Interface between Statistics and Engineering, 23-25June, Tainan, Taiwan, R.O.C. 3.Chen-Fu Chien, C. Hsu, Y. Chen, and Y. Yeh (2011, December), “Manufacturing Intelligence for Determining Machine Subgroups to Enhance Yield in Semiconductor Manufacturing,” Proceedings of the 2011 Winter Simulation Conference & 2011 Modeling and Analysis of Semiconductor Manufacturing Conference, 11-14 December, Phoenix, Arizona, USA. 4.Chen, Y., C. Hsu, and Chen-Fu Chien (2011, October), “Advanced Process Control for Semiconductor Yield Enhancement and Manufacturing Intelligence,” Proceedings of 12th Asia Pacific Industrial Engineering & Management Systems Conference, October 14-17, Beijing, China. 5.Yen, W., C. Hsu, Chen-Fu Chien (2011, October), “Manufacturing Intelligence for Analyzing Wafer Start Decisions under Demand Uncertainty,” Proceedings of 12th Asia Pacific Industrial Engineering & Management Systems Conference, October 14-17, Beijing, China. 6.Chien, C., C. Hsu, N. Chiou, Chen-Fu Chien, W. Hsin, C. Lee, J. Chien, A. Wu (2011, September) “Optimizing Information Value for Supporting Production Decisions for Semiconductor Manufacturing,” Proceedings of 2011 International Symposium on Semiconductor Manufacturing, September 5-6, Hsinchu, Taiwan. 7.Chen-Fu Chien, H. Huang, K.Chang, Y. Lin, T. Liu (2011, September) “Semiconductor Manufacturing Intelligence and Key Factor Control Mechanism for Managing Production Cycle Time,” Proceedings of 2011 International Symposium on Semiconductor Manufacturing, September 5-6, Hsinchu, Taiwan. 8.Chien, Chen-Fu, C.-Y. Hsu, and P.-N. Chen (2011, June), “A Fault Detection and Classification Framework for Yield Enhancement in Semiconductor Manufacturing,” Proceedings of 21st International Conference on Flexible Automation Intelligent Manufacturing (FAIM) 2011, June 26-29, Taichung, Taiwan. Hsu, C., Chen-Fu Chien, Y. Chen, and G. Chou, (2011, June), “Manufacturing Intelligence and Feedback Control for Semiconductor Yield Enhancement,” The 21st International Conference on Flexible Automation and Intelligent Manufacturing, June 27-29, Taichung, Taiwan. 10.Chen-Fu Chien, C. Hsu, P. Chen, (2011, June), “A Fault Detection and Classification Framework for Yield Enhancement in Semiconductor Manufacturing,” The 21st International Conference on Flexible Automation and Intelligent Manufacturing, June 27-29, Taichung, Taiwan. 11.Zheng, J.-N., J.-D. Yu, Chen-Fu Chien, and J.-Z. Wu, (2011, June), “Multi-objective and multi-market demand planning for unbalanced green energy supply chain,”International Conference on Flexible Automation Intelligent Manufacturing, June 26-29, Taichung, Taiwan. (NSC 99-2221-E-007-047-MY3) 12.Wu, J.-Z. and Chen-Fu Chien, (2011, February), “A multi-period inventory write-down estimation model with real settings in a semiconductor memory manufacturer, ” Proceedings of the 7th International Conference on Intelligent manufacturing and Logistics Systems, February 27-March 1, Chungli, Taiwan. (NSC99-2410-H-031-002) 13.J.-N. Zheng, Chen-Fu Chien, and Y.-J. Lin (2011, February), “UNISON Framework for Optimizing Operator-machine Assignment for People Productivity and An Empirical Study in Semiconductor Test Facility,” Proceedings of the 7th International Conference on Intelligent Manufacturing and Logistics Systems, Febuary 27-March 1, Chungli, Taiwan. 14.Chen, Y.-J. and Chen-Fu Chien (2011, February), “UNISON Framework for Demand Forecast of Non-Volatile Memory Products for Semiconductor Manufacturing Intelligence,” Proceedings of the 7th International Conference on Intelligent Manufacturing and Logistics Systems, Febuary 27-March 1, Chungli, Taiwan. 15.Lin, K.-Y., C.-Y. Hsu, Chen-Fu Chien, Y.-H. Yeh and J.-L. Wen (2011, February), “Manufacturing Intelligence for Effective Chemical Vapor Deposition Clean Effect Compensation for Advanced Process Control,” Proceedings of the 7th International Conference on Intelligent Manufacturing and Logistics Systems, Febuary 27-March 1, Chungli, Taiwan. 16.Wu, J.-Z., Chen-Fu Chien, Y.-S. Huang, and H.-Y. Huang, (2010, December), "An analytical model of obsolescent inventory cost: A case study in a make-to-stock semiconductor integrated device manufacturer," Proceeding of the Chinese Institute of Industrial Engineers, December 25, Tainan, Taiwan.)(NSC97-2221-E-007-111-MY3) 17.Hsu, C.-Y., Chen-Fu Chien, Y.-J. Chen, H-K. Wang, and G. Chou (2010, December), “Constructing a Dynamic Adjusted Proportional-Integral Controller for Yield Enhancement of Overlay Errors,” Proceeding of 2010 Chinese Institute of Industrial Engineers, December 25, Tainan, Taiwan, R.O.C.) 18.Lin, K.-Y., Chen-Fu Chien, J.-H. Chen, T.-H. Teng, and P.-Y. Chuang, (2010, December), “Hsinchu Science Industry Park Semiconductor Sales Prediction and Capacity Decision Support,” Proceeding of the Chinese Institute of Industrial Engineers, December 25, Tainan, Taiwan.) 19.Chen-Fu Chien, S.-J. Hsieh, and Y.-H. Chang, (2010, December), “Evaluation and Managememt of R&D Performance in IC Design Company by Data Envelopment Analysis,” Proceeding of the Chinese Institute of Industrial Engineers, December 25, Tainan, Taiwan.) 20.Chen, Y.-J. and Chen-Fu Chien (2010, December), “Manufacturing Intelligence for Non-Volatile Memory Semiconductor Product Demand Forecsating,” Proceedings of 2010 International Conference on Future Industrial Engineering and Application, December 17-18, Shenzhen, China. 21.Chen-Fu Chien, C. Hsu, and H. Tseng (2010, December), “Manufacturing Intelligence for Long-Term Forecast of Semiconductor Mask Demand,” Proceedings of 11th Asia Pacific Industrial Engineering & Management Systems Conference, December 7-10, Melaka, Malaysia. 22.Wu, J.-Z., Chen-Fu Chien, Y.-S. Huang, H.-Y. Huang, (2010, July), "A multi-period inventory model to incorporate with inventory age, accounting principle, and product structure: A case study in a make-to-stock semiconductor integrated device manufacturer," International Conference on Computers & Industrial Engineering, July 25-28, Awaji Island, Japan. (NSC97-2221-E-007-111-MY3) 23.Zheng, J.-N., K.-H. Chang, Chen-Fu Chien, (2010, July), “A Simulation Optimization-Based Framework for Capacity Planning under Uncertainty,” The 40th International Conference on Copmputers and Industrial Engineering, July 25-28, Awaji Yumebutai, Japan. 24.Wu, J.-Z. and Chen-Fu Chien (2010, February), "A genetic algorithm framework for solving nonlinear cost and multi-objective assignment problems: A numerical study in semiconductor assembly outsourcing," Proceedings of 2010 International Conference on Intelligent Manufacturing & Logistics Systems, February27 –March 01, Hsinchu, Taiwan. 25.Hsu, C., and Chen-Fu Chien (2010, February), “Design of Chip Size for Wafer Productivity Improvement,” Proceedings of 2010 International Conference on Intelligent Manufacturing & Logistics Systems, February27 –March 01, Hsinchu, Taiwan. 26.Hsu, C.-Y, H.-K. Wang, Y.-J. Chen, Chen-Fu Chien, T.-S. Chou, G. Chou, and G.-H. Lee (2010, February), “A proposed framework of PI controller of overlay error reduction in semiconductor manufacturing,” Proceedings of 2010 International Conference on Intelligent Manufacturing & Logistics Systems, February27 –March 01, Hsinchu, Taiwan.

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