Conference Papers

CONFERENCE PAPERS & PRESENTATIONS

  1. Fan, S. –K. S., Hsu, C. –Y., Tsai, D. –M., He, F. and Cheng, C. –C., (2021/08). “Data-Driven Approach for Fault Detection and Diagnostic in Semiconductor Manufacturing,” 17th IEEE International Conference on Automation Science and Engineering, August 23-27, Lyon, France.
  2. Zhuang, B. -S., Lin, Y.-Y., and Fan, S. –K. S., (2020/11). “Notebook Component Spare Parts Demand Forecasting by Using Machine Learning Approaches,” 2020中國工業工程年會暨學術研討會，國立雲林科技大學，雲林縣，109年11月21日。
  3. Tsai, D. –M., Fan, S. –K. M., Huang, Y. –Q. and Chiu, W. –Y. (2019/12). “Saw-Mark Defect Detection in Heterogeneous Solar Wafer Images using GAN-based Training Samples Generation and CNN Classification,” Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications-Volume 5: VISAPP, ISBN 978-989-758-354-4, ISSN 2184-4321, pages 234-240, Prague, Czech Republic.   
  4. Fan, S. –K. S., Jen, C. –H., and Liao, Y. –L. (2019/04). “A Novel DEWMA Run-to-Run Control for Mixed-Product Mode,” The 26th International Society for Business Innovation and Technology Management Conference, April 22-26, Budapest, Hungary.
  5. Fan, S. –K. S., Xu, B. Y., Cheng, C. L., Chen, C. H., and Zhung, B. S. (2018/10). “Investigation of Exposure Compensation of Photolithography Processes in Semiconductor Manufacturing,” The 7th Institute and Systems Engineers Asian Conference (IISEAsia2018), October 18-20, Taichung, Taiwan.
  6. Fan, S. –K. S., Kan, S. M., Chen, C. H., Zhung, B. S., and Chen, C. L. (2018/10). “Fault Detection of Etching Process in Semiconductor Manufacturing Using Random Forests,” The 7th Institute and Systems Engineers Asian Conference (IISEAsia2018), October 18-20, Taichung, Taiwan.
  7. Fan, S. –K. S., Zhung, B. S., Chen, C. H., Cheng, C. L., and Nien, H. T. (2018/10). “Travel Time Prediction and Prognosis of Taiwan Electronic Toll Data Using Big Data Approach,” The 7th Institute and Systems Engineers Asian Conference (IISEAsia2018), October 18-20, Taichung, Taiwan.
  8. Fan, S. –K. S., Tsai, D. M., Jen, C. H., Huang, R. Y, and Chen, K. L. (2018/05). “Key Parameter Identification for Faulty Wafer Detection Using Image Processing,” The Fourteenth International Conference on Automatic and Autonomous Systems (ICAS 2018), May 20-24, Nice, France.
  9. Jen, C. H., Lu, Y. M., Fan, S. –K. S., and Huang, Y. M. (2017/12). “Using Model Selection in Mixture Polynomials to Construct the Nonlinear Profile Monitoring,” The 18th Asia Pacific Industrial Engineering & Management Systems Conference, December 3-6, Yogjarkata, Indonesia.
  10. Fan, S. –K. S., Jen, C. H., Lee, J. X., and Huang, J. Y. (2017/05). “Construct a monitoring system for dealing with the profile in auto-correlated process,” The 21st International Society for Business Innovation and Technology Management Conference, May 3-5, Venice, Italy.
  11. Fan, S. –K. S., and Liao, Y. L. (2016/12). “Double EWMA Run-to-Run Controller for High Mixed Product Mode,” The 17th Asia Pacific Industrial Engineering & Management Systems Conference, December 7-10, Taipei, Taiwan.
  12. Nien, H. T. and Fan, S. –K. S. (2016/05). “A Potential Big Data Analytics Approach: Performance Evaluation of Random Forests Classification”, The International Congress on Engineering and Information (ICEAI 2016), May 10-12, Osaka, Japan.
  13. Fan, S. –K. S., Sung, P. H., and Ke, G. Y. (2015/12). “Wafer Defect Detection Using the Texture Feature Map”, 2015中國工業工程年會暨學術研討會，國立勤益科技大學，台中市，104年12月12日。
  14. Fan, S. –K. S., Lee, J. X., Xu, B. Y., and Kan, H. M. (2015/12). “Monitoring Autocorrelated Profiles Using Composite Methods”, 2015中國工業工程年會暨學術研討會，國立勤益科技大學，台中市，104年12月12日。
  15. Jen, C. H., Fan, S. –K. S. and Tsai, A. T. (2015/12). “Construct an Appropriate Mixed Model for Monitoring Nonlinear Profile Process”, The 16th Asia Pacific Industrial Engineering & Management Systems Conference, December 8-11, Ho Chi Minh City, Vietnam.
  16. Fan, S. –K. S., Chuang, W. C., and Sung, P. H. (2015/05). “Grain Segmentation of solar cell wafers using region growing”, Proceedings of MakeLearn & TIIM 2015 International Conference, May 27-29, Bari, Italy.
  17. Fan, S. –K. S. and Lin, S. –C. (2014/12). “Wafer fault detection and key step identification for semiconductor manufacturing using principal component analysis, AdaBoost and decision tree”, 2014中國工業工程年會暨學術研討會，明志科技大學，新北市，103年12月6日。
  18. Fan, S. –K. S. and Lin, Y. (2013/10). “Fault Detection and Identification of Semiconductor Manufacturing Processes by Using a Blind Source Separation Approach”, Proceedings of APC Conference XXV, October 14-17, University of Michigan, Ann Arbor, Michigan, USA.
  19. Fan, S. –K. S. and Lee, T. –Y. (2013/07). “Using Hyperbolic Tangent Function for Nonlinear Profile Monitoring”, Proceedings of IIE Asian Conference 2013, July 18-19, Taipei, Taiwan.
  20. Fan, S. –K. S. and Huang, S. –H. (2013/07). “Full Fault Detection for Semiconductor Processes Using Independent Component Analysis”, Proceedings of IIE Asian Conference 2013, July 18-19, Taipei, Taiwan.
  21. Fan, S. –K. S. and Chuang, Y. –C. (2013/02). “An Entropy-based Method for Color Image Registration”, Proceedings of the 8th International Conference on Computer Vision and Theory and Applications (VISAPP-2013), February 21-24, Barcelona, Spain.
  22. Fan, S. –K. S. (2012/06). “Advanced process control framework in Taiwan’s semiconductor industry”, Proceedings of IIE Asian Conference 2012, June 28-30, Singapore.
  23. Fan, S. –K. S., Su, Y. –R., and Chuang, Y. –C. (2012/06). “An image registration method based on combined normalized mutual information and distance transform”, Proceedings of IIE Asian Conference 2012, June 28-30, Singapore.
  24. Fan, S. –K. S., Wu, J. –R., and Chuang, Y. –C. (2010). “A Cross-Correlation based Image Registration Method with Hough Transform”, 2010中國工業工程年會暨學術研討會，南台科技大學，台南縣，99年12月25日。
  25. Fan, S. –K. S. and Chang, Y. –J. (2010). “The EWMA controller with Metrology delay on MIMO Semiconductor processes using Partial Least Squares”, 2010中國工業工程年會暨學術研討會，南台科技大學，台南縣，99年12月25日。
  26. Fan, S. –K. S. and Chuang, Y. –C. (2010). “A New Image Registration Method Using Intensity Difference Data on Overlapped Image”, Proceedings of 2010 Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing, October 26-29, Xi’An, China.
  27. Fan, S. –K. S., Chang, Y. –J. and Lo, L. –C. (2009/12). “Recursive Least Squares Run-to-Run Control with Metrology”, Proceedings of the 10th Asia Pacific Industrial Engineering & Management Systems Conference, December 14-16, Kitakyushu, Japan.
  28. Chuang, Y. –C. and Fan, S. –K. S. (2009/12). “Image Registration Based on Entropy Measure of Intensity Differences”, Proceedings of the 10th Asia Pacific Industrial Engineering & Management Systems Conference, December 14-16, Kitakyushu, Japan.
  29. Fan, S. –K. S. and Chang, K. –W. (2009/12). “On-line Monitoring Process Profiles via Piecewise Nonlinear Approximation Procedure”, Proceedings of the 10th Asia Pacific Industrial Engineering & Management Systems Conference, December 14-16, Kitakyushu, Japan.
  30. Fan, S. –K. S. and Chang, Y. –J. (2009/12). “The Feasibility Analysis of Partial Least Squares Modeling on Multiple-Input Multiple-Output Semiconductor Processes”, Proceedings of the 10th Asia Pacific Industrial Engineering & Management Systems Conference, December 14-16, Kitakyushu, Japan.
  31. Fan, S. –K. S., Yao, N. –C. and Chang, Y. –J. (2009/11). “Monitoring Nonlinear Profiles by Piecewise Linear Approximation”, Proceedings of the 2nd International Symposium of Quality Management, November 6-7, Taipei, Taiwan.
  32. Fan, S. –K. S., Ho, Y. –J. and Chang, K. W. (2008/12). “Construct D-Optimal Designs Using Modified Particle Swarm Optimization”, 九十七年度中國工業工程研討會，中原大學，桃園縣，九十七年十二月十三日。
  33. Chuang, Y. –C. and Fan, S. –K. S. (2008/12). “Automatic Detection of Region-Mura Defects in TFT-LCD Based on Regression Diagnostics”, Proceedings of the 9th Asia Pacific Industrial Engineering & Management Systems Conference, December 3-5, Nusa Dua, Bali, Indonesia.
  34. Lin, Y. and Fan, S. –K. S. (2008/12). “Color Image Segmentation Using A Hybrid Multivariate Parameter Estimation Algorithm”, Proceedings of the 9th Asia Pacific Industrial Engineering & Management Systems Conference, December 3-5, Nusa Dua, Bali, Indonesia.
  35. Fan, S. –K. S. and Huang, C. F. (2008/12). “Optimization of Triple Response Systems: Using a Dual Response Based Approach”, Proceedings of the 9th Asia Pacific Industrial Engineering & Management Systems Conference, December 3-5, Nusa Dua, Bali, Indonesia.
  36. Fan, S. –K. S. and Chang, K. –W. (2008/10). “Multi-Response Optimization on Integrated Location and Dispersion Effects”, Proceedings of the 6th ANQ Congress, October 28-31, Bangkok, Thailand (Paper ID: TA-02).
  37. Fan, S. –K. S. (2007/12). “Prediction of Time-Varying Metrology Delay for RLS-Type Controllers”, Proceedings of the International Conference on Multiple Decision Theory, Statistical Inference and Applications, December 28-30, Shin-Juang, Taipei County, Taiwan.
  38. Fan, S. –K. S. and Huang, K. –N. (2007/12). “A New Search Procedure with a Stopping Criterion for Steepest Ascent in Response Surface”, Proceedings of the 8th Asia Pacific Industrial Engineering and Management Society Conference, December 9-12, Kaohsiung, Taiwan (Paper ID: 690).
  39. Fan, S. –K. S., Chuang, Y. –C. and Yeh, K. –C. (2007/10). “Constrained Global Optimization Using Adaptive Penalty Differential Evolution Algorithms”, 第四屆台灣作業研究學會年會暨2007年作業研究理論與實務學術研討會，96年10月26-27日，東華大學，花蓮縣。
  40. Fan, S. –K. S., Yeh, K. –C. and Chuang, Y. –C. (2007/10). “Differential Evolution with Dynamic Penalty Function for Solving Constrained Continuous Optimization Problems”, Proceedings of the 37th International Conference on Computers and Industrial Engineering, October 20-23, Alexandria, Egypt (Paper ID: CIE00350).
  41. Fan, S. –K. S. and Lin, Y. (2007/10). “Differential Evolution on Mixed Process Signal Separation”, Proceedings of the 37th International Conference on Computers and Industrial Engineering, October 20-23, Alexandria, Egypt (Paper ID: CIE00349).
  42. Chang, J. –M. and Fan, S. –K. S. (2007/10). “Multi-Objective Particle Swarm Optimization Algorithms based on Parallel Computing Architecture”, Proceedings of the 37th International Conference on Computers and Industrial Engineering, October 20-23, Alexandria, Egypt (Paper ID: CIE00115).
  43. Fan, S. –K. S., Ho, Y. –J. and Chang, K. –W. (2007/10). “Construct D-Optimal Designs Using Modified Particle Swarm Optimization”, Proceedings of the 5th ANQ Congress, October 16-19, Incheon, Korea (Paper ID: TA-21).
  44. Fan, S. –K. S. and Chang, J. –M. (2007/07). “A Modified Particle Swarm Optimizer Using an Adaptive Dynamic Weight Scheme”, Human-Computer Interface (HCI) International Conference-2007, July 22-27, Beijing, China.
  45. 范致豪，鄭任伯，范書愷，「台灣地區淡水河系污染整治生態效益之研究」，第十一屆海峽兩岸環境保護學術研討會，哈爾濱，中國，2007年6月8-10日（論文編號：103）。
  46. Fan, S. –K. S. and Chang, J. –M. (2006). “Multi-Swarm Particle Swarm Optimizer: A Parallel Approach”, Proceedings of the 7th Asia Pacific Industrial Engineering and Management Systems Conference, December 17-20, Bangkok, Thailand (Paper ID: 76).
  47. Fan, S. –K. S., Wu, C. –C., and Wang, Y. –Y. (2006). “Parameter Estimation of Mixture Generalized Gaussian Model Using a Hybrid Heuristic Method”, 九十五年度中國工業工程研討會，東海大學，台中市，九十五年十二月二十三日。
  48. 范書愷，余靜芳，「利用獨立成分分析法執行製程監控之研究」，九十五年度中國工業工程研討會，東海大學，台中市，九十五年十二月二十三日。
  49. Fan, S. –K. S. and Lin, Y. (2006). “Parameter Estimation Using A Hybrid Optimal Algorithm for Mixture Generalized Gaussian PDF Model”, Proceedings of The 11th Annual International Conference on Industrial Engineering Theory, Applications & Practice, October 24-27, Nagoya, Japan.
  50. Fan, S. –K. S. and Chang, J. –M. (2006). “An Enhanced Partial Search to Particle Swarm Optimization”, Proceedings of INFORMS International Conference, June 25-28, Hong Kong, People Republic of China.
  51. Fan, S. –K. S. and Huang, K. –N. (2006). “A Study of Generalized Estimation for the Multi-factor Design in Response Surfaces”, 第十五屆南區統計研討會，國立中正大學，嘉義市，中華民國6月24-25日。
  52. Chuang, Y. –C. and Fan, S. –K. S. (2006). “Adaptive Particle Swarm Optimizer for a Class of Dynamic Fitness Landscape”, Proceedings of the 36th International Conference on Computers and Industrial Engineering, June 20-23, Taipei, Taiwan (Paper ID: CIE00198).
  53. Fan, S. –K. S. and Lin, Y. (2005). “A Multi-level Thresholding Approach Using A Hybrid Optimal Estimation Algorithm”, Proceedings of the 6th Asia Pacific Industrial Engineering and Management Society Conference, December 4-7, Manila, Philippines (Paper ID: 2253).
  54. Fan, S. –K. S. and Wang, C. –Y. (2005). “On-line Tuning System of dMEWMA Control Using a Neural Network Approach”, Proceedings of the 6th Asia Pacific Industrial Engineering and Management Society Conference, December 4-7, Manila, Philippines (Paper ID: 2254).
  55. Fan, S. –K. S., Wang, C. –Y. and Lin, Y. (2005). “A Neural-network-based Multivariate dEWMA Controller for Nonlinear MIMO R2R Systems”, Proceedings of the 3rd ANQ Congress and the 19th Asia Quality Symposium, September 20-23, Taipei, Taiwan (Paper ID: ANQ2005-064).
  56. Fan, S. –K. S. and Chung, K. –W. (2005). “An Extension of the Method of Steepest Ascent Direction to Multi-response Process Improvement”, Proceedings of the 3rd ANQ Congress and the 19th Asia Quality Symposium, September 20-23, Taipei, Taiwan (Paper ID: ANQ2005-110).
  57. 范書愷，黃國男，A New Stopping Procedure for Steepest Ascent in Experimental Optimization，第五屆海峽兩岸統計與機率學術研討會，國立成功大學，台南市，中華民國94年6月25-26日。
  58. Fan, S. K. and Huang, K. N. (2005). “A Mathematical Property of Minimum Bias Estimation in Response Surfaces”, Proceedings of the 35th International Conference on Computers and Industrial Engineering, June 19-22, Istanbul, Turkey (CIE081), pp. 721-726.
  59. Fan, S. K. and Huang, K. N. (2005). “Fundamental Insight of Generalized Estimation in Response Surfaces”, Proceedings of the 35th International Conference on Computers and Industrial Engineering, June 19-22, Istanbul, Turkey (CIE082), pp. 727-732.
  60. 范書愷，黃國男，A Modified Stopping Rule for Steepest Ascent in Response Surfaces，第二屆中華國際機率統計與計量管理學術研討會，輔仁大學，台北縣，中華民國94年5月28日。
  61. Fan, S. K. and Lin, Y. (2004). “A Multiple-Input Dual-Output Run-to-Run Adjustment Scheme for Semiconductor Manufacturing”, Proceedings of the Fifth Asian-Pacific Industrial Engineering and Management Systems Conference, December 12-15, Gold Coast, Australia, 3.1.1-3.1.17.
  62. Fan, S. K. and Zahara, E. (2004). “Simulation Optimization Using An Enhanced Nelder-Mead Simplex Search Algorithm,” Proceedings of the Fifth Asian-Pacific Industrial Engineering and Management Systems Conference, December 12-15, Gold Coast, Australia, 21.12.1-21.12.16.
  63. Liang, Y. C., Fan, S. K. and Wu, C. C. (2004). “A Variable Neighbourhood Descent Heuristic for Redundancy Allocation Problems,” Proceedings of the Fifth Asian-Pacific Industrial Engineering and Management Systems Conference, December 12-15, Gold Coast, Australia, 27.4.1-27.4.11.
  64. Zahara, E. and Fan, S. K. (2004). “Optimal Thresholding using A Hybrid Optimization Approach,” Proceedings of the 33rd International Conference on Computers and Industrial Engineering, March 25-27, Jeju, Korea (CIE502).
  65. Fan, S. K. and Lin, Y. (2004). “A Ridge Optimizing Quality Controller for Semiconductor Manufacturing Processes,” Proceedings of the 33rd International Conference on Computers and Industrial Engineering, March 25-27, Jeju, Korea (CIE712).
  66. 何怡偉，范書愷，「雜訊干擾環境下實數型基因演算法之設計與研究」，九十二年度中國工業工程研討會，建國技術學院，彰化市，九十二年十二月。
  67. 范書愷，邱于霏，「有限庫存資源下產品組合最佳化之研究-以電子組裝業為例」，九十二年度中國工業工程研討會，建國技術學院，彰化市，九十二年十二月。
  68. 范書愷 ，龔彬，「模糊控制器應用於多變量R2R 控制之研究」，九十二年統計學術研討會，輔仁大學，台北縣，台灣，九十二年十一月。
  69. Fan, S. K. and Zahara, E. (2003), “A Hybrid Simplex Search and Particle Swarm Optimization for Unconstrained Optimization,” Proceedings of the 32nd International Conference on Computers and Industrial Engineering, August 11-13, Limerick, Ireland. (ID: 097)
  70. Fan, S. K. and Kao, C. K. (2002), “Development of Confidence Interval and Hypothesis Testing for Taguchi Capability Index Using Bayesian Approach,” Proceedings of the Fourth Asian-Pacific Conference on Industrial Engineering and Management Systems, December 18-20, Taipei, Taiwan. (ID: QM042)
  71. Fan, S. K. and Kao, C. K. (2002), “Lower Bayesian Confidence Limits on the Process Capability Index Cpm: A Comparative Study,” Proceedings of the Fourth Asian-Pacific Conference on Industrial Engineering and Management Systems, December 18-20, Taipei, Taiwan. (ID: QM038)
  72. 江行全，范書愷，任志宏，王建智，「多變量自適應控制應用於半導體R2R製程」，中國工業工程學會九十年度年會暨學術研討會，義守大學，高雄，台灣，九十年十二月，CIIE2001-0106。
  73. 范書愷，高清貴，「利用HPD理論建立田口製程能力指標之信賴區間」，中國工業工程學會九十年度年會暨學術研討會，義守大學，高雄，台灣，九十年十二月，CIIE2001-0093。
  74. Fan, S. K. and Zahara, E. (2001). “Optimization of Ridge Analysis Problems: A Trust-region-based Algorithm,” Proceedings of the 6th Annual International Conference on Industrial Engineering-Theory, Applications and Practice, November 18-20, San Francisco, CA.
  75. Fan, S. K., Jiang, B. C. and Jen, C. H. (2001). “SISO Run-to-Run Controller using Triple EWMA Smoothing,” Proceedings of the 6th Annual International Conference on Industrial Engineering-Theory, Applications and Practice, November 18-20, San Francisco, CA.
  76. Fan, S. K. (2000). “Response Surface Optimization: A Global Optimization Algorithm for Dual Response Systems,” Proceedings of the 5th Annual International Conference on Industrial Engineering-Theory, Applications and Practice, December 13-15, 2000, Hsinchu, Taiwan.
  77. Chen, M. C., and Fan, S. K. (1999). “An easy-to-use spreadsheet approach for evaluating straightness errors, ”「中國機械工程學會第十六屆學術研討會」，國立清華大學，新竹市，pp. 368-375.
  78. Fan, S. K., Lin, C. M., and Tsai, T. (1998). “Characterizing and Optimizing Chemical Mechanical Planarization Processes in Semiconductor Manufacturing: A Response Surface Approach,” The Proceedings of SEMICOM–Taiwan 1998 IC Seminar, November, Taipei, Taiwan, pp. 275-279.
  79. Fan, S. K. (1997). “Quality Improvement Planning for Statistical Design of Experiments in Pre-experiments: An IDEF Approach,” 私立明志工專86年技術與教學研討會論文集（工業工程與管理組）， Taipei, Taiwan, 35-44.

留言

發佈留言