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學歷: 台灣大學電機工程博士 經歷: 2001/08 ~ 迄今 台灣科技大學資訊工程系教授 2007/08 ~ 2010/07 景文科技大學電資學院院長 1998/08 ~ 2001/07 台灣科技大學電子工程系教授 1996/08 ~ 1998/07 交通大學資訊科學系教授 1991/08 ~ 1996/07 交通大學資訊科學系副教授 2005/01 ~ 2007/01 中華民國人工智慧學會第六屆理事長 2007/01 ~ 2009/01 中華民國人工智慧學會第七屆理事長 2008/12 ~ 2010/12 中華民國民生電子學會第一屆理事長 2010/12 ~ 迄今 中華民國民生電子學會第二屆理事長 2007/02 ~ 2009/01 國際電機電子工程師學會中華民國分會(IEEE Taipei Section) Officer 2007/05 ~ 迄今 Co-Chair of the Technical Committee on Intelligent Internet Systems of the IEEE Systems, Man, and Cybernetics Society 2007/05 ~ 迄今 Counselor of the IEEE Student Branch at National Taiwan University of Science and Technology 2007/05 ~ 迄今 Advisor of the IEEE SMC Student Branch Chapter at National Taiwan University of Science and Technology 2008/01 ~ 迄今 Board of Governors Member of the IEEE Systems, Man, and Cybernetics Society 2008/01 ~ 2009/12 國際電機電子工程師學會(IEEE)計算智慧學門台北分會副主席 2003/02 ~ 2003/07 中央研究院資訊科學研究所訪問學者 1999/07 ~ 1999/08 美國柏克萊加州大學電機工程與計算機科學系訪問學者 2008/12 ~ 2010/12 中華民國民生電子學會第一屆常務理事 2010/12 ~ 迄今 中華民國民生電子學會第二屆常務理事 2008/01 ~ 2009/12 中華民國模糊學會第八屆常務監事 2010/01 ~ 迄今 中華民國模糊學會第九屆常務監事 2007/01 ~ 2008/12 中華民國人工智慧學會第七屆常務理事 2005/01 ~ 2006/12 中華民國人工智慧學會第六屆常務理事 2003/01 ~ 2004/12 中華民國人工智慧學會第五屆常務理事 2002/01 ~ 2003/12 中國模糊學會第五屆理事 2001/01 ~ 2002/12 中華民國人工智慧學會第四屆理事 2000/01 ~ 2001/12 中國模糊學會第四屆常務理事 1999/01 ~ 2000/12 中華民國人工智慧學會第三屆常務監事 1998/01 ~ 1999/12 中國模糊學會第三屆理事 1997/01 ~ 1998/12 中華民國人工智慧學會第二屆理事 1995/08 ~ 1996/12 中華民國人工智慧學會第一屆理事 1992/02 ~ 1997/06 經濟部中央標準局資訊及通訊國家標準起草委員會委員 考試院八十七年特種考試國家安全局國家安全情報人員考試典試委員 考試院八十七年特種考試法務部調查局調查人員考試典試委員 考試院八十八年中央暨地方機關公務人員升等考試、警察人員升官等考試命題兼閱卷委員 考試院九十八年公務人員初等考試典試委員 |
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模糊系統、資訊擷取、知識庫系統、人工智慧、資料探勘、遺傳演算法 | ||
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. 榮譽獎項 榮獲美國國際電機電子工程師學會院士 (IEEE Fellow)
榮獲英國工程技術學會院士 (IET Fellow)
榮獲國際模糊系統學會院士 (IFSA Fellow)
榮獲中國工程師學會九十七年度「傑出工程教授獎」
榮獲中國電機工程學會九十一年度「傑出電機工程教授獎」
榮獲國科會九十四年度「專題研究計畫主持費第一級」研究獎勵
榮獲國立台灣科技大學九十五學年度「傑出研究及創作獎」
榮獲中華民國技職教育學會九十二年度「技職教育傑出成就獎」之傑出技術論文獎
榮獲中華民國九十年「傑出資訊人才獎」
榮獲中國電機工程學會八十六年度「優秀青年電機工程師獎」
榮獲名列1999年世界名人錄「Marquis Who's Who in the World」
榮獲名列2000年/2001年世界名人錄「Marquis Who's Who in Science and Engineering」
榮獲2010年 International Conference on Computational Aspects of Social Networks「最佳論文獎」
榮獲2009年 The 2009 Fourth International Conference on Innovative Computing, Information and Control「最佳論文獎」
榮獲2009年 The 2009 International Conference on Advanced Information Technologies「最佳論文獎」
榮獲2007年 The 20th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems 最佳論文獎第一名
榮獲2006年第十一屆人工智慧與應用研討會優良論文獎
榮獲中華民國電腦學會「八十八年論文獎」
榮獲中華民國八十八年全國計算機會議「最佳論文獎」
榮獲中華民國電腦學會「八十四年論文獎」
榮獲 Journal of Information and Education「八十三年度論文獎」
榮獲「中華民國模糊學會九十七年度碩士論文獎第一名」指導獎
榮獲「中華民國模糊學會九十五年度碩士論文獎第一名」指導獎
榮獲「2006年台灣作業研究學會碩士論文獎第三名」指導獎
榮獲「中華民國模糊學會九十四年度博士論文獎第一名」指導獎
榮獲「2005年第十九屆宏碁龍騰知識經濟論文獎資訊科技及應用類博士論文優等獎」指導獎
榮獲「2005年台灣作業研究學會碩士論文佳作獎」指導獎
榮獲「2003年第十七屆宏碁龍騰知識經濟論文獎資訊科技及應用類博士論文優等獎」指導獎
榮獲「中國模糊學會九十一年度碩士論文獎第一名」指導獎
榮獲「中華民國資訊學會2002年碩士論文佳作獎」指導獎
榮獲「中華民國資訊學會2001年碩士論文佳作獎」指導獎
榮獲民國八十五年「中國電機工程學會八十五年青年論文獎第一名」指導獎
榮獲民國八十五年「龍騰論文獎資訊科技類碩士論文佳作獎」指導獎
榮獲民國八十四年「全錄學術論文獎」碩士論文指導獎
榮獲民國八十四年「龍騰論文獎資訊科技類碩士論文佳作獎」指導獎
榮獲國科會86年度「大專學生研究創作獎」指導獎
榮獲民國95年台灣科技大學最佳專題指導獎
榮獲民國92年台灣科技大學最佳專題指導獎
指導資訊工程系學生實務專題,榮獲中華民國科技管理學會「第六屆學生創新產品育成獎」競賽「創新產品創意組」第三名
榮獲民國89年台灣科技大學最佳專題指導獎
國際學術研討會專題演講
國際學術期刊編輯
期刊論文 1. S. M. Chen, "A new approach to handling fuzzy decisionmaking problems," IEEE Transactions on Systems, Man, and Cybernetics, vol. 18, no. 6, pp. 1012-1016, November/December 1988. (SCI and EI)
2. S. M. Chen, J. S. Ke, and J. F. Chang, "An efficient algorithm to handle medical diagnostic problems," Cybernetics and Systems, vol. 21, no. 4, pp. 377-387, July/August 1990. (SCI and EI)
3. S. M. Chen, J. S. Ke, and J. F. Chang, "Knowledge representation using fuzzy Petri nets," IEEE Transactions on Knowledge and Data Engineering, vol. 2, no. 3, pp. 311-319, September 1990. (SCI and EI)
4. S. M. Chen, J. S. Ke, and J. F. Chang, "An inexact reasoning technique based on extended fuzzy production rules," Cybernetics and Systems, vol. 22, no. 2, pp. 151-171, March/April 1991. (SCI and EI)
5. S. M. Chen, J. S. Ke, and J. F. Chang, "An inexact reasoning algorithm for dealing with inexact knowledge," International Journal of Software Engineering and Knowledge Engineering, vol. 1, no. 3, pp. 227-244, September 1991. (SCI and EI)
6. S. M. Chen, J. S. Ke, and J. F. Chang, "An inexact reasoning algorithm based on fuzzy rule matrix transformations," Journal of Automated Reasoning, vol. 8, no. 1, pp. 77-90, February 1992. (SCI and EI)
7. S. M. Chen, J. S. Ke, and J. F. Chang, "Fuzzy reasoning based on fuzzy Petri nets," International Journal of Information and Management Sciences, vol. 3, no. 1, pp. 39-52, June 1992. (EI)
8. S. M. Chen, "An improved algorithm for inexact reasoning based on extended fuzzy production rules," Cybernetics and Systems, vol. 23, no. 5, pp. 463-482, September/October 1992. (SCI and EI)
9. S. M. Chen, "A new approach to inexact reasoning for rule-based systems," Cybernetics and Systems, vol. 23, no. 6, pp. 561-582, November/December 1992. (SCI and EI)
10. S. M. Chen, "A methodology for knowledge base verification using fuzzy Petri nets," International Journal of Information and Management Sciences, vol. 4, no. 2, pp. 119-135, December 1993. (EI)
11. S. M. Chen, "A weighted fuzzy reasoning algorithm for medical diagnosis," Decision Support Systems, vol. 11, no. 1, pp. 37-43, January 1994. (SCI and EI)
12. M. S. Yeh and S. M. Chen, "A new method for fuzzy query processing using automatic clustering techniques," Journal of Computers, vol. 6, no. 1, pp. 1-10, Spring 1994.
13. S. M. Chen, "Fuzzy system reliability analysis using fuzzy number arithmetic operations," Fuzzy Sets and Systems, vol. 64, no. 1, pp. 31-38, May 1994. (SCI and EI)
14. S. M. Chen, "A new method for handling multicriteria fuzzy decision-making problems," Cybernetics and Systems, vol. 25, no. 3, pp. 409-420, May/June 1994. (SCI and EI)
15. S. M. Chen, "A fuzzy reasoning approach based on extended Petri nets and the a-cuts operations of fuzzy numbers," International Journal of Information and Management Sciences, vol. 5, no. 1, pp. 33-56, June 1994. (EI)
16. S. M. Chen, "Applying fuzzy set theory in medical diagnosis,"Information and Education, vol. 41, no. 3, pp. 21-30, June 1994.
17. S. M. Chen and J. M. Tan, "Handling multicriteria fuzzy decision-making problems based on vague set theory," Fuzzy Sets and Systems, vol. 67, no. 2, pp. 163-172, October 1994. (SCI and EI)
18. S. M. Chen, "A knowledge acquisition scheme for rule-based expert systems based on fuzzy Petri nets," International Journal of Information Management and Engineering, vol. 1, no. 3, pp. 45-56, December 1994.
19. S. M. Chen, "New methodology to fuzzy reasoning for rule-based expert systems," Cybernetics and Systems, vol. 26, no. 2, pp. 237-263, March/April 1995. (SCI and EI)
20. S. M. Chen, "Cognitive-map-based decision analysis based on NPN logics," Fuzzy Sets and Systems, vol. 71, no. 2, pp. 153-163, April 1995. (SCI and EI)
21. S. M. Chen and J. Y. Wang, "Document retrieval using knowledge-based fuzzy information retrieval techniques," IEEE Transactions on Systems, Man, and Cybernetics, vol. 25, no. 5, pp. 793-803, May 1995. (SCI and EI)
22. S. M. Chen, M. S. Yeh, and P. Y. Hsiao, "A comparison of similarity measures of fuzzy values," Fuzzy Sets and Systems, vol. 72, no. 1, pp. 79-89, May 1995. (SCI and EI)
23. S. M. Chen, "Measures of similarity between vague sets," Fuzzy Sets and Systems, vol. 74, no. 2, pp. 217-223, September 1995. (SCI and EI)
24. S. M. Chen, "Evaluating weapon systems using fuzzy arithmetic operations," Fuzzy Sets and Systems, vol. 77, no. 3, pp. 265-276, February 1996. (SCI and EI)
25. S. M. Chen and W. T. Jong, "Analyzing fuzzy system reliability using interval of confidence" International Journal of Information Management and Engineering, vol. 2, no. 1, pp. 16-23, February 1996.
26. S. M. Chen, "A new method for evaluating weapon systems using fuzzy set theory," IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, vol. 26, no. 4, pp. 493-497, July 1996. (SCI and EI)
27. S. M. Chen, "New method for fuzzy system reliability analysis," Cybernetics and Systems, vol. 27, no. 4, pp. 385-401, July/August 1996. (SCI and EI)
28. S. M. Chen, "Forecasting enrollments based on fuzzy time series," Fuzzy Sets and Systems, vol. 81, no. 3, pp. 311-319, August 1996. (SCI and EI)
29. S. M. Chen, "New methods for subjective mental workload assessment and fuzzy risk analysis," Cybernetics and Systems, vol. 27, no. 5, pp. 449-472, September/October 1996. (SCI and EI)
30. S. M. Chen, "A fuzzy reasoning approach for rule-based systems based on fuzzy logics," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 26, no. 5, pp. 769-778, October 1996. (SCI and EI)
31. S. M. Chen and Y. J. Horng, "Finding inheritance hierarchies in interval-valued fuzzy concept-networks," Fuzzy Sets and Systems, vol. 84, no. 1, pp. 75-83, November 1996. (SCI and EI)
32. S. M. Chen, W. H. Hsiao, and Y. J. Horng, "A knowledge-based method for fuzzy query processing for document retrieval," Cybernetics and Systems, vol. 28, no. 1, pp. 99-119, January/February 1997. (SCI and EI)
33. S. M. Chen, "Similarity measures between vague sets and between elements," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 27, no. 1, pp. 153-158, February 1997. (SCI and EI)
34. S. M. Chen and W. T. Jong, "Comments on "A Petri net model for temporal knowledge representation and reasoning"," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 27, no. 1, pp. 165-166, February 1997. (SCI and EI)
35. S. M. Chen and W. T. Jong, "Fuzzy query translation for relational database systems," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 27, no. 4, pp. 714-721, August 1997. (SCI and EI)
36. S. M. Chen, "Interval-valued fuzzy hypergraph and fuzzy partition," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 27, no. 4, pp. 725-733, August 1997. (SCI and EI)
37. S. M. Chen, W. H. Hsiao, and W. T. Jong, "Bidirectional approximate reasoning based on interval-valued fuzzy sets," Fuzzy Sets and Systems, vol. 91, no. 3, pp. 339-353, November 1997. (SCI and EI)
38. S. M. Chen, "A new method for tool steel materials selection under fuzzy environment," Fuzzy Sets and Systems, vol. 92, no. 3, pp. 265-274, December 1997. (SCI and EI)
39. S. M. Chen and M. S. Yeh, "Generating fuzzy rules from relational database systems for estimating null values," Cybernetics and Systems, vol. 28, no. 8, pp. 695-723, December 1997. (SCI and EI)
40. W. H. Hsiao, S. M. Chen, and C. H. Lee, "A new interpolative reasoning method in sparse rule-based systems," Fuzzy Sets and Systems, vol. 93, no. 1, pp. 17-22, January 1998. (SCI and EI)
41. S. M. Chen, "Aggregating fuzzy opinions under the group decision-making environment," Cybernetics and Systems, vol. 29, no. 4, pp. 363-376, June 1998. (SCI and EI)
42. S. M. Chen and Y. S. Shiau, "Vague reasoning and knowledge representation using extended fuzzy Petri nets," Journal of Information Science and Engineering, vol. 14, no. 2, pp. 391-408, June 1998. (SCI and EI)
43. J. R. Hwang, S. M. Chen, and C. H. Lee, "Handling forecasting problems using fuzzy time series," Fuzzy Sets and Systems, vol. 100, no. 2, pp. 217-228, November 1998. (SCI and EI)
44. Y. J. Horng and S. M. Chen, "Fuzzy query processing for document retrieval based on extended fuzzy concept networks," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 29, no. 1, pp. 96-104, February 1999. (SCI and EI)
45. Y. J. Horng and S. M. Chen, "Finding inheritance hierarchies in fuzzy-valued concept-networks," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 29, no. 1, pp. 126-135, February 1999. (SCI and EI)
46. T. P. Wu and S. M. Chen, "A new method for constructing membership functions and fuzzy rules from training examples," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 29, no. 1, pp. 25-40, February 1999. (SCI and EI)
47. S. M. Chen, "Evaluating the rate of aggregative risk in software development using fuzzy set theory," Cybernetics and Systems, vol. 30, no. 1, pp. 57-75, February 1999. (SCI and EI)
48. S. M. Chen and C. H. Lee, "New methods for students' evaluation using fuzzy sets,”Fuzzy Sets and Systems, vol. 104, no. 2, pp. 209-218, June 1999. (SCI and EI)
49. W. T. Jong, Y. S. Shiau, Y. J. Horng, H. H. Chen, and S. M. Chen, "Temporal knowledge representation and reasoning techniques using time Petri nets," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 29, no. 4, pp. 541-545, August 1999. (SCI and EI)
50. S. M. Chen and J. R. Hwang, "Temperature prediction using fuzzy time series," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 30, no. 2, pp. 263-275, April 2000. (SCI and EI)
51. S. M. Chen and W. H. Hsiao, "Bidirectional approximate reasoning for rule-based systems using interval-valued fuzzy sets," Fuzzy Sets and Systems, vol. 113, no. 2, pp. 185-203, July 2000. (SCI and EI)
52. S. M. Chen and S. Y. Lin, "A new method for constructing fuzzy decision trees and generating fuzzy classification rules from training examples," Cybernetics and Systems, vol. 31, no. 7, pp. 763-785, October/November 2000. (SCI and EI)
53. S. M. Chen, "Fuzzy backward reasoning using fuzzy Petri nets," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 30, no. 6, pp. 846-856, December 2000. (SCI and EI)
54. S. M. Chen and H. H. Chen, "Estimating null values in the distributed relational databases environment," Cybernetics and Systems, vol. 31, no. 8, pp. 851-871, December 2000. (SCI and EI)
55. S. M. Chen, "Fuzzy group decision making for evaluating the rate of aggregative risk in software development," Fuzzy Sets and Systems, vol. 118, no. 1, pp. 89-97, February 2001. (SCI and EI)
56. S. M. Chen, Y. J. Horng, and C. H. Lee, "Document retrieval using fuzzy-valued concept networks," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 31, no. 1, pp. 111-118, February 2001. (SCI and EI)
57. S. M. Chen, S. H. Lee, and C. H. Lee, "A new method for generating fuzzy rules from numerical data for handling classification problems," Applied Artificial Intelligence, vol. 15, no. 7, pp. 645-664, August 2001. (SCI and EI)
58. S. M. Chen and T. H. Chang, "Finding multiple possible critical paths using fuzzy PERT," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 31, no. 6, pp. 930-937, December 2001. (SCI and EI)
59. S. M. Chen, "Forecasting enrollments based on high-order fuzzy time series," Cybernetics and Systems, vol. 33, no. 1, pp. 1-16, January/February 2002. (SCI and EI)
60. S. M. Chen, "Weighted fuzzy reasoning using weighted fuzzy Petri nets," IEEE Transactions on Knowledge and Data Engineering, vol. 14, no. 2, pp. 386-397, March/April 2002. (SCI and EI)
61. S. M. Chen and Y. S. Lin, "A new method for fuzzy query processing in relational database systems," Cybernetics and Systems, vol. 33, no. 5, pp. 447-482, July/August 2002. (SCI and EI)
62. S. M. Chen , C. H. Kao, and C. H. Yu, "Generating fuzzy rules from training data containing noise for handling classification problems," Cybernetics and Systems, vol. 33, no. 7, pp. 723-748, October/November 2002. (SCI and EI)
63. S. M. Chen and Y. C. Chen, "Automatically constructing membership functions and generating fuzzy rules using genetic algorithms," Cybernetics and Systems, vol. 33, no. 8, pp. 841-862, December 2002. (SCI and EI)
64. S. M. Chen and S. W. Lee, "A new method to generate fuzzy rules from relational database systems for estimating null values," Cybernetics and Systems, vol. 34, no. 1, pp. 33-57, January/February 2003. (SCI and EI)
65. S. J. Chen and S. M. Chen, "Fuzzy risk analysis based on similarity measures of generalized fuzzy numbers," IEEE Transactions on Fuzzy Systems, vol. 11, no. 1, pp. 45-56, February 2003. (SCI and EI)
66. S. M. Chen, "Analyzing fuzzy system reliability using vague set theory," International Journal of Applied Science and Engineering, vol. 1, no. 1, pp. 82-88, March 2003.
67. S. J. Chen and S. M. Chen, "A new method for handling multi-criteria fuzzy decision making problems using FN-IOWA operators," Cybernetics and Systems, vol. 34, no. 2, pp. 109-137, March/April 2003. (SCI and EI)
68. Y. J. Horng, S. M. Chen, and C. H. Lee, "Automatically constructing multi-relationship fuzzy concept networks for document retrieval," Applied Artificial Intelligence, vol. 17, no. 4, pp. 303-328, April 2003. (SCI and EI)
69. S. M. Chen and C. H. Yu, "A new method to generate fuzzy rules from training instances for handling classification problems," Cybernetics and Systems, vol. 34, no. 3, pp. 217-232, May 2003. (SCI and EI)
70. Y. J. Horng, C. H. Lee, and S. M. Chen, "A new method to construct decision trees from training instances for handling classification problems," International Journal of Information and Management Sciences, vol. 14, no. 2, pp. 57-75, June 2003. (EI)
71. S. M. Chen and C. M. Huang, "Generating weighted fuzzy rules from relational database systems for estimating null values using genetic algorithms," IEEE Transactions on Fuzzy Systems, vol. 11, no. 4, pp. 495-506, August 2003. (SCI and EI)
72. S. M. Chen and Y. C. Chen, "New fuzzy query processing techniques for fuzzy database systems," International Journal of Fuzzy Systems, vol. 5, no. 3, pp. 161-170, September 2003. (SCI and EI)
73. S. M. Chen, Y. J. Horng, and C. H. Lee, "Fuzzy information retrieval based on multi-relationship fuzzy concept networks," Fuzzy Sets and Systems, vol. 140, no. 1, pp. 183-205, November 2003. (SCI and EI)
74. Y. J. Horng, S. M. Chen, and C. H. Lee, "A new fuzzy information retrieval method based on document terms reweighting techniques," International Journal of Information and Management Sciences, vol. 14, no. 4, pp. 63-82, December 2003. (EI)
75. S. M. Chen and C. H. Yu, "A new method for handling fuzzy classification problems using clustering techniques," International Journal of Applied Science and Engineering, vol. 2, no. 1, pp. 90-104, March 2004.
76. S. M. Chen and C. H. Chang, "Generating fuzzy rules from training instances based on the exclusion of attribute terms," Journal of Information Management and Engineering, vol. 5, no. 1, pp. 14-26, June 2004.
77. S. G. Lin and S. M. Chen, "Link monitor control system for the signaling system number 7 network," Journal of Computers, vol. 16, no. 1-2, pp. 31-41, June 2004.
78. S. M. Chen and C. T. Lee, "A new data mining method based on relational graphs of products," International Journal of Information and Management Sciences, vol. 15, no. 3, pp. 69-87, September 2004. (EI)
79. S. M. Chen and C. C. Hsu, "A new method to forecast enrollments using fuzzy time series," International Journal of Applied Science and Engineering, vol. 2, no. 3, pp. 234-244, December 2004.
80. S. M. Chen, "Knowledge representation and fuzzy reasoning using fuzzy deduction graphs," Journal of Computers, vol. 16, no. 4, pp. 29-40, December 2004.
81. S. M. Chen and Y. D. Fang, "A new method to deal with fuzzy classification problems by tuning membership functions for fuzzy classification systems," Journal of the Chinese Institute of Engineers, vol. 28, no. 1, pp. 169-173, January 2005. (SCI and EI)
82. S. M. Chen and H. R. Hsiao, "A new method to estimate null values in relational database systems based on automatic clustering techniques," Information Sciences, vol. 169, no. 1-2, pp. 47-69, January 2005. (SCI and EI)
83. S. M. Chen and S. W. Lee, "Estimating null values in relational database systems based on genetic algorithms," Cybernetics and Systems, vol. 36, no. 1, pp. 85-106, January/February 2005. (SCI and EI)
84. S. M. Chen and Y. D. Fang, "A new approach for handling the Iris data classification problem," International Journal of Applied Science and Engineering, vol. 3, no. 1, pp. 37-50, April 2005.
85. Y. J. Horng, S. M. Chen, Y. C. Chang, and C. H. Lee, "A new method for fuzzy information retrieval based on fuzzy hierarchical clustering and fuzzy inference techniques," IEEE Transactions on Fuzzy Systems, vol. 13, no. 2, pp. 216-228, April 2005. (SCI and EI)
86. S. J. Chen and S. M. Chen, "Fuzzy information retrieval based on geometric-mean averaging operators," Computers & Mathematics with Applications, vol. 49, no. 7-8, pp. 1213-1231, May 2005. (SCI and EI)
87. S. J. Chen and S. M. Chen, "Aggregating fuzzy opinions in the heterogeneous group decision-making environment," Cybernetics and Systems, vol. 36, no. 3, pp. 309-338, April/May 2005. (SCI and EI)
88. S. J. Chen and S. M. Chen, "A prioritized information fusion method for handling fuzzy decision-making problems," Applied Intelligence, vol. 22, no. 3, pp. 219-232, May/June 2005. (SCI and EI)
89. S. M. Chen, T. Y. Chen, Y. T. Tsai, and L. S. Lin, "An internet-based pulse diagnostic system of Chinese medicine based on the fuzzy set theory," Journal of Information Management and Engineering, vol. 6, no. 1, pp. 1-12, June 2005.
90. S. M. Chen and C. H. Chang, "A new method to construct membership functions and generate weighted fuzzy rules from training instances," Cybernetics and Systems, vol. 36, no. 4, pp. 397-414, June 2005. (SCI and EI)
91. S. M. Chen and F. M. Tsai, "A new method to construct membership functions and generate fuzzy rules from training instances," International Journal of Information and Management Sciences, vol. 16, no. 2, pp. 47-72, June 2005. (EI)
92. S. M. Chen and H. L. Lin, "Generating weighted fuzzy rules for handling classification problems," International Journal of Electronic Business Management, vol. 3, no. 2, pp. 116-128, July 2005. (INSPEC)
93. S. M. Chen, C. H. Lin, and S. J. Chen, "Multiple DNA sequence alignment based on genetic algorithms and divide-and-conquer techniques," International Journal of Applied Science and Engineering, vol. 3, no. 2, pp. 89-100, October 2005.
94. S. M. Chen and H. L. Lin, "Generating weighted fuzzy rules from training instances using genetic algorithms to handle the Iris data classification problem," Journal of Information Science and Engineering, vol. 22, no. 1, pp. 175-188, January 2006. (SCI and EI)
95. S. J. Chen and S. M. Chen, "Handling information filtering problems based on interval-valued fuzzy numbers," Journal of the Chinese Institute of Engineers, vol. 29, no. 1, pp. 83-96, January 2006. (SCI and EI)
96. Y. C. Chen, L. H. Wang, and S. M. Chen, "Generating weighted fuzzy rules from training data for dealing with the Iris data classification problem," International Journal of Applied Science and Engineering, vol. 4, no. 1, pp. 41-52, April 2006.
97. S. M. Chen and N. Y. Chung, "Forecasting enrollments using high-order fuzzy time series and genetic algorithms," International Journal of Intelligent Systems, vol. 21, no. 5, pp. 485-501, May 2006. (SCI and EI)
98. L. W. Lee, L. H. Wang, S. M. Chen, and Y. H. Leu, "Handling forecasting problems based on two-factors high-order fuzzy time series," IEEE Transactions on Fuzzy Systems, vol. 14, no. 3, pp. 468-477, June 2006. (SCI and EI)
99. H. C. Lin, L. H. Wang, and S. M. Chen, "Query expansion for document retrieval based on fuzzy rules and user relevance feedback techniques," Expert Systems with Applications, vol. 31, no. 2, pp. 397-405, August 2006 (SCI and EI)
100. S. M. Chen and N. Y. Chung, "Forecasting enrollments of students using fuzzy time series and genetic algorithms," International Journal of Information and Management Sciences, vol. 17, no. 3, pp. 1-17, September 2006. (EI)
101. Y. C. Chang and S. M. Chen, "A new query reweighting method for document retrieval based on genetic algorithms," IEEE Transactions on Evolutionary Computation, vol. 10, no. 5, pp. 617-622, October 2006. (SCI and EI)
102. S. M. Chen, H. C. Lin, and Y. C. Chang, "A new method for query reweighting for document retrieval based on neural networks," International Journal of Information and Management Sciences, vol. 17, no. 4, pp. 95-110, December 2006. (EI)
103. S. M. Chen and L. Y. Chen, "A fuzzy hierarchical clustering method for clustering documents based on dynamic cluster centers," Journal of Chinese Institute of Engineers, vol. 30, no. 1, pp. 169-172, January 2007. (SCI and EI)
104. S. J. Chen and S. M. Chen, "Fuzzy risk analysis based on the ranking of generalized trapezoidal fuzzy numbers, " Applied Intelligence, vol. 26, no. 1, pp. 1-11, February 2007 (SCI and EI)
105. Y. C. Chang, S. M. Chen and C. J. Liau, "A new query expansion method for document retrieval based on the inference of fuzzy rules," Journal of the Chinese Institute of Engineers, vol. 30, no. 3, pp. 511-515, May 2007. (SCI and EI)
106. S. J. Chen and S. M. Chen, "Fuzzy query processing for document retrieval based on GFNGMA operators," Intelligent Automation and Soft Computing, vol. 13, no. 2, pp. 171-196, June 2007. (SCI and EI)
107. S. M. Chen and C. H. Lin, "Multiple DNA sequence alignment based on genetic simulated annealing techniques," International Journal of Information and Management Sciences, vol. 18, no. 2, pp. 97-111, June 2007. (EI)
108. W. S. Hong, S. J. Chen, L. H. Wang, and S. M. Chen, "A new approach for fuzzy information retrieval based on weighted power-mean averaging operators," Computers & Mathematics with Applications , vol. 53, no. 12, pp. 1800-1819, June 2007. (SCI and EI)
109. W. S. Hong, S. J. Chen, L. H. Wang, and S. M. Chen, "Prioritized information fusion for information retrieval," Journal of Intelligent & Fuzzy Systems, vol. 18, no,4, pp. 417-431, August 2007. (SCI and EI)
110. S. M. Chen and H. R. Hsiao, "A new approach for fuzzy query processing based on automatic clustering techniques," International Journal of Information and Management Sciences, vol. 18, no. 3, pp. 223-240, September 2007. (EI)
111. L. W. Lee, L. H. Wang, and S. M. Chen, "Temperature prediction and TAIFEX forecasting based on fuzzy logical relationships and genetic algorithms, " Expert Systems with Applications, vol. 33, no. 3, pp. 539-550, October 2007. (SCI and EI)
112. H. Y. Wang and S. M. Chen, "Artificial intelligence approach to evaluate students' answerscripts based on the similarity measure between vague sets," Educational Technology & Society, vol. 10, no. 4, pp. 224-241, October 2007. (SSCI)
113. L. Y. Chen and S. M. Chen, "A new approach for automatic thesaurus construction and query expansion for document retrieval," International Journal of Information and Management Sciences, vol. 18, no. 4, pp. 299-315, December 2007. (EI)
114. S. M. Bai and S. M. Chen, "Evaluating students' learning achievement using fuzzy membership functions and fuzzy rules," Expert Systems with Applications, vol. 34, no. 1, pp. 399-410, January 2008. (SCI and EI)
115. L. W. Lee, L. H. Wang, and S. M. Chen, "Temperature prediction and TAIFEX forecasting based on high-order fuzzy logical relationships and genetic simulated annealing techniques," Expert Systems with Applications, vol. 34, no. 1, pp. 328-336, January 2008. (SCI and EI)
116. J. D. Shie and S. M. Chen, "Feature subset selection based on fuzzy entropy measures for handling classification problems," Applied Intelligence, vol. 28, no. 1, pp. 69-82, February 2008. (SCI and EI)
117. S. M. Chen and C. C. Hsu, "A new approach for handling forecasting problems using high-order fuzzy time series," Intelligent Automation and Soft Computing , vol. 14, no. 1, pp. 29-43, March 2008. (SCI and EI)
118. H. C. Lin, L. H. Wang, and S. M. Chen, "Query expansion for document retrieval by mining additional query terms," International Journal of Information and Management Sciences, vol. 19, no. 1, pp. 17-30, March 2008. (EI)
119. Y. C. Chang, S. M. Chen, and C. J. Liau, "Multilabel text categorization based on a new linear classifier learning method and a category-sensitive refinement method," Expert Systems with Applications, vol. 34, no. 3, pp. 1948-1953, April 2008. (SCI and EI)
120. H. Y. Wang and S. M. Chen, "Evaluating students' answerscripts using vague values," Applied Intelligence, vol. 28, no. 2, pp. 183-193, April 2008. (SCI and EI)
121. H. Y. Wang and S. M. Chen, "Evaluating students' answerscripts using fuzzy numbers associated with degrees of confidence," IEEE Transactions on Fuzzy Systems, vol. 16, no. 2, pp. 403-415, April 2008. (SCI and EI)
122. S. J. Chen and S. M. Chen, "Fuzzy risk analysis based on similarity measures between interval-valued fuzzy numbers," Computers & Mathematics with Applications , vol. 55, no. 8, pp. 1670-1685, April 2008. (SCI and EI)
123. H. Y. Wang and S. M. Chen, "Evaluating students' answerscripts based on extended fuzzy grade sheets," International Journal of Innovative Computing, Information & Control, vol. 4, no. 4, pp. 961-970, April 2008. (SCI and EI)
124. L. W. Lee and S. M. Chen, "Fuzzy risk analysis based on fuzzy numbers with different shapes and different deviations," Expert Systems with Applications, vol. 34, no. 4, pp. 2763-2771, May 2008. (SCI and EI)
125. C. H. Wang and S. M. Chen, "Appraising the performance of high school teachers based on fuzzy number arithmetic operations," Soft Computing, vol. 12, no. 9, pp. 919-934, July 2008. (SCI and EI)
126. S. M. Bai and S. M. Chen, "Automatically constructing concept maps based on fuzzy rules for adaptive learning systems," Expert Systems with Applications, vol. 35, no. 1, pp. 41-49, July/August 2008. (SCI and EI)
127. L. W. Lee and S. M. Chen, "Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on the ranking values of fuzzy sets," Expert Systems with Applications, vol. 35, no. 3, pp. 850-864, October 2008. (SCI and EI)
128. S. M. Chen and F. M. Tsai, "Generating fuzzy rules from training instances for fuzzy classification systems," Expert Systems with Applications, vol. 35, no. 3, pp. 611-621, October 2008. (SCI and EI)
129. S. M. Chen and C. M. Huang, "A new approach to generate weighted fuzzy rules using genetic algorithms for estimating null values," Expert Systems with Applications, vol. 35, no. 3, pp. 905-917, October 2008. (SCI and EI)
130. S. M. Bai and S. M. Chen, "Automatically constructing grade membership functions of fuzzy rules for students' evaluation," Expert Systems with Applications, vol. 35, no. 3, pp. 1408-1414, October 2008. (SCI and EI)
131. Y. C. Chang, S. M. Chen, and C. J. Liau, "Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on the areas of fuzzy sets," IEEE Transactions on Fuzzy Systems, vol. 16, no. 5, pp. 1285-1301, October 2008. (SCI and EI)
132. S. M. Chen and Y. K. Ko, "Fuzzy interpolative reasoning for sparse fuzzy-rule-based systems based on cutting and transformation techniques," IEEE Transactions on Fuzzy Systems, vol. 16, no. 6, pp. 1626-1648, December 2008. (SCI and EI)
133. S. H. Wei and S. M. Chen, "A new approach for fuzzy risk analysis based on similarity measures of generalized fuzzy numbers," Expert Systems with Applications, vol. 36, no. 1, pp. 589-598, January 2009 (SCI and EI)
134. S. T. Chang and S. M. Chen," Estimating null values in relational database systems using automatic clustering and multiple regression techniques," Expert Systems with Applications, vol. 36, no. 1, pp. 792-803, January 2009. (SCI and EI)
135. S. M. Chen and S. T. Chang, "Estimating null values in relational database systems having negative dependency relationships between attributes," Cybernetics and Systems, vol. 40, no. 2, pp. 146-159, February 2009. (SCI and EI)
136. N. Y. Wang and S. M. Chen, "Temperature prediction and TAIFEX forecasting based on automatic clustering techniques and two-factors high-order fuzzy time series," Expert Systems with Applications, vol. 36, no. 2, pp. 2143-2154, March 2009. (SCI and EI)
137. S. H. Wei and S. M. Chen, "Fuzzy risk analysis based on interval-valued fuzzy numbers," Expert Systems with Applications, vol. 36, no. 2, pp. 2285-2299, March 2009. (SCI and EI)
138. S. M. Chen and J. D. Shie, "Fuzzy classification systems based on fuzzy information gain measures," Expert Systems with Applications, vol. 36, no. 3, pp. 4517-4522, April 2009. (SCI and EI)
139. S. M. Chen and C. H. Wang, "A generalized model for prioritized multicriteria decision making systems," Expert Systems with Applications, vol. 36, no. 3, pp. 4773-4783, April 2009. (SCI and EI)
140. S. M. Chen and C. H. Wang, "Fuzzy risk analysis based on ranking fuzzy numbers using α-cuts, belief features and signal/noise ratios," Expert Systems with Applications, vol. 36, no. 3, pp. 5576-5581, April 2009. (SCI and EI)
141. S. M. Chen and J. H. Chen, "Fuzzy risk analysis based on similarity measures between interval-valued fuzzy numbers and interval-valued fuzzy number arithmetic operators," Expert Systems with Applications, vol. 36, no. 3, pp. 6309-6317, April 2009. (SCI and EI)
142. S. M. Chen and J. H. Chen, "Fuzzy risk analysis based on ranking fuzzy numbers with different heights and different spreads," Expert Systems with Applications, vol. 36, no. 3, pp. 6833-6842, April 2009. (SCI and EI)
143. S. M. Chen and H. Y. Wang, "Evaluating students' answerscripts based on interval-valued fuzzy grade sheets," Expert Systems with Applications, vol. 36, no. 6, pp. 9839-9846, August 2009. (SCI and EI)
144. S. M. Chen, N. Y. Wang, and J. S. Pan, "Forecasting enrollments using automatic clustering techniques and fuzzy logical relationships," Expert Systems with Applications, vol. 36, no. 8, pp. 11070-11076, October 2009. (SCI and EI)
145. S. M. Chen and S. M. Bai, "Learning barriers diagnosis based on fuzzy rules for adaptive learning systems," Expert Systems with Applications, vol. 36, no. 8, pp. 11211-11220, October 2009. (SCI and EI)
146. S. M. Chen, Y. K. Ko, Y. C. Chang, and J. S. Pan, "Weighted fuzzy interpolative reasoning based on weighted increment transformations and weighted ratio transformation techniques," IEEE Transactions on Fuzzy Systems, vol. 17, no. 6, pp. 1412-1427, December 2009. (SCI and EI)
147. S. M. Chen and L. W. Lee, "Fuzzy multiple attributes group decision-making based on the ranking values and the arithmetic operations of interval type-2 fuzzy sets," Expert Systems with Applications, vol. 37, no. 1, pp. 824-833, January 2010. (SCI and EI)
148. J. G. Wang, C. J. Lin, and S. M. Chen, "Applying fuzzy method to vision-based lane detection and departure warning system," Expert Systems with Applications, vol. 37, no. 1, pp. 113-126, January 2010. (SCI and EI)
149. S. M. Chen and L. W. Lee, "Fuzzy multiple attributes group decision-making based on the interval type-2 TOPSIS method," Expert Systems with Applications, vol. 37, no. 4, pp. 2790-2798, April 2010. (SCI and EI)
150. S. M. Chen and S. M. Bai, "Using data mining techniques to automatically construct concept maps for adaptive learning systems," Expert Systems with Applications, vol. 37, no. 6, pp. 4496-4503, June 2010. (SCI and EI)
151. S. M. Chen and L. W. Lee, "Fuzzy decision-making based on likelihood-based comparison relations," IEEE Transactions on Fuzzy Systems, vol. 18, no. 3, pp. 613-628, June 2010. (SCI and EI)
152. S. M. Chen and L. W. Lee, "Fuzzy multiple criteria hierarchical group decision-making based on interval type-2 fuzzy sets," IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans,vol. 40,no. 5, pp. 1120-1128, September 2010. (SCI and EI)
153. S. M. Chen and N. Y. Wang, "Fuzzy forecasting based on fuzzy-trend logical relationship groups," IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics,vol. 40,no. 5, pp. 1343-1358, October 2010. (SCI and EI)
154. S. M. Chen and Y. C. Chang, "Multi-variable fuzzy forecasting based on fuzzy clustering and fuzzy rule interpolation techniques," Information Sciences, vol. 180, no. 24, pp. 4772-4783, December 2010.
155. S. M. Chen and C. D. Chen, "TAIEX forecasting based on fuzzy time series and fuzzy variation groups," IEEE Transactions on Fuzzy Systems, vol. 19, no. 1, pp. 1-12, February 2011. (SCI and EI)
156. C. J. Lin, J. G. Wang, and S. M. Chen, "2D/3D face recognition using neural network based on hybrid Taguchi-particle swarm optimization," International Journal of Innovative Computing, Information and Control, vol. 7, no. 2, pp. 537-553, February 2011. (SCI and EI)
157. S. M. Chen and K. Sanguansat, "Analyzing fuzzy risk based on a new fuzzy ranking method between generalized fuzzy numbers," Expert Systems with Applications, vol. 38, no. 3, pp. 2163-2171, March 2011. (SCI and EI)
158. S. M. Chen and C. D. Chen, "Handling forecasting problems based on high-order fuzzy logical relationships," Expert Systems with Applications, vol. 38, no. 4, pp. 3857-3864, April 2011. (SCI and EI)
159. S. M. Chen and S. J. Niou, "Fuzzy multiple attributes group decision-making based on fuzzy preference relations," Expert Systems with Applications, vol. 38, no. 4, pp. 3865-3872, April 2011. (SCI and EI)
160. S. M. Chen and C. Y. Chien, "Parallelized genetic ant colony systems for solving the traveling salesman problem," Expert Systems with Applications, vol. 38, no. 4, pp. 3873-3883, April 2011. (SCI and EI)
161. S. M. Chen and S. J. Niou, "Fuzzy multiple attributes group decision-making based on fuzzy induced OWA operators," Expert Systems with Applications, vol. 38, no. 4, pp. 4097-4108, April 2011. (SCI and EI)
162. S. M. Chen and T. K. Li, "Evaluating students' learning achievement based on fuzzy rules with fuzzy reasoning capability," Expert Systems with Applications, vol. 38, no. 4, pp. 4368-4381, April 2011. (SCI and EI)
163. S. M. Chen and K. Sanguansat, "Analyzing fuzzy risk based on similarity measures between interval-valued fuzzy numbers," Expert Systems with Applications, vol. 38, no. 7, pp. 8612-8621, July 2011. (SCI and EI)
164. S. M. Chen and T. K. Li, "Evaluating students' learning achievement based on the eigenvector method," Expert Systems with Applications, vol. 38, no. 7, pp. 8240-8250, July 2011. (SCI and EI)
165. S. M. Chen and Y. C. Chang, "Weighted fuzzy interpolative reasoning for sparse fuzzy rule-based systems," Expert Systems with Applications, vol. 38, no. 8, pp. 9564-9572, August 2011. (SCI and EI)
166. S. M. Chen and L. W. Lee, "Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on interval type-2 fuzzy sets," Expert Systems with Applications, vol. 38, no. 8, pp. 9947-9957, August 2011. (SCI and EI)
167. S. M. Chen and K. Tanuwijaya, "Multivariate fuzzy forecasting based on fuzzy time series and automatic clustering techniques," Expert Systems with Applications, vol. 38, no. 8, pp. 10594-10605, August 2011. (SCI and EI)
168. S. M. Chen and T. K. Li, "Evaluating students' learning achievement by automatically generating the importance degrees of attributes of questions," Expert Systems with Applications, vol. 38, no. 8, pp. 10614-10623, August 2011. (SCI and EI)
169. S. M. Chen and Y. C. Chang, "Fuzzy rule interpolation based on principle membership functions and uncertainty grade functions of interval type-2 fuzzy sets," Expert Systems with Applications, vol. 38, no. 9, pp. 11573-11580, September 2011. (SCI and EI)
170. S. M. Chen and Y. C. Chang, "Fuzzy rule interpolation based on the ratio of fuzziness of interval type-2 fuzzy sets," Expert Systems with Applications, vol. 38, no. 10, pp. 12202-12213, October 2011. (SCI and EI)
171. S. M. Chen and L. W. Lee, "Autocratic decision making using group recommendations based on the ILLOWA operators and likelihood-based comparison relations," Accepted and to appear in IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans,2011. (SCI and EI)
172. S. M. Chen and Y. C. Chang, "Weighted fuzzy rule interpolation based on GA-based weight-learning techniques," Accepted and to appear in IEEE Transactions on Fuzzy Systems, 2011. (SCI and EI)
173. S. M. Chen and C. Y. Chien, "Solving the traveling salesman problem based on the genetic simulated annealing ant colony system with particle swarm optimization techniques," Accepted and to appear in Expert Systems with Applications, 2011. (SCI and EI)
174. S. M. Chen and K. Tanuwijaya, "Fuzzy forecasting based on high-order fuzzy logical relationships and automatic clustering techniques," Accepted and to appear in Expert Systems with Applications, 2011. (SCI and EI)
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