You - Gwo-Hshiung Tzeng New Concepts and Trends of Hybrid
Transcription
You - Gwo-Hshiung Tzeng New Concepts and Trends of Hybrid
Publications of recent years from 1996 Curriculum Vitae Gwo-Hshiung Tzeng (Researcher ID: B-2775-2009) National Taipei University - Distinguished Chair Professor of National Taipei University - Chair Professor of National Chiao Tung University; Institute of Management of Technology, College of Management, National Chiao Tung University. - National Distinguished Chair Professor (Highest Honor offered by the Ministry of Education Affairs, Taiwan) and Distinguished Research Fellow (Highest Honor Offered by NSC, Taiwan). Office - Graduate Institute of Urban Planning, College of Public Affairs, National Taipei University; Room 617, No. 151 University Road, San Shia District, New Taipei City 23741, Taiwan Tel: +886(2)8674-1111 ext.67362; Fax: +886(2)8671-5221 E-mail: ghtzeng@gm.ntpu.edu.tw; ghtzeng@mail.knu.edu.tw - Institute of Technology Management, National Chiao Tung University; Room A705, 1001 Ta-Hsueh Road, Hsinchu 300, Taiwan. Tel: +886(3)5712121ext.57505; Fax: +886(3)5753926; E-mail: ghtzeng@cc.nctu.edu.tw. Personal Date Male: Married; Date of Birth: May 20, 1943 in Taiwan Educations . Bachelor Course in Business Management, Tatung Institute of Technology (Tatung University) (August 1963 - June 1967). .Master Course in Institute of Urban Planning, National Chung Hsing University (National Taipei University) (August 1969 - June 1971). .Doctoral Course in Division for Research of Economics (Major in Management Science), Osaka University, Japan (April 1973 -August 1977). Work Experiences - Second Lieutenant, Military Service of the Taiwan (July 1967 - June 1968). - Teacher Assistant, Tatung Institute of Technology (July 1968 - June 1969). - Researcher, China Urban Planning Center (July 1970 - March 1971 Part-time). - Lecturer, Tatung Institute of Technology (July 1971 - March 1973 Part-time). - Planner, Transportation Planning Board, Ministry of Communications (July 1971 -March 1973). 1 - Researcher, Research Institute of System Science in Japan (October 1973 - March 1976 Part-time). - Researcher, Kansai Institute of Information System in Japan (April 1976 - June 1977 Parttime). - Associate Professor (MOE, ID: 5290), the Graduate School in Business Administration, Tatung Institute of Technology (August 1977 - July 1978). - Associate Professor, Institute of Traffic and Transportation, National Chiao Tung University (August 1978 - July 1981), - Resident Associate, Energy & Environmental Systems Division, Argonne National Laboratory (Visiting Research) July 1981 - January 1982. - Visiting Professor, Department of Civil Engineering, University of Maryland at College Park (August 1989 - August 1990). - Professor, Institute of Traffic and Transportation, National Chiao Tung University (August 1981 to present), (MOE, ID: 4332). - Visiting Professor (Visiting Scholar), Department of Engineering and Economic Systems and Operations Research (EESOR), Energy Modeling Forum (EMF), Stanford University (August 1997 – August 1998). - Chair Professor, Institute of Management of Technology, National Chiao Tung University (August 2000 to present); Chairman, Institute of Management of Technology, National Chiao Tung University (August 2002 to July 2004). - President, Kainan University (August 1, 2004 – January 31, 2005). - Distinguished Chair Professor, Kainan University (August 1, 2004 – July 31, 2013). - Distinguished Chair Professor, National Taipei University (August 1, 2013 – Now) Distinguished Research Awards - Distinguished Research Award of the National Science Council, Taiwan, 1985-1986. - Distinguished Research Award of the National Science Council, Taiwan, 1993-1994. - Distinguished Research Award of the National Science Council, Taiwan, 1995-1996. - Distinguished Research Fellow Award (Whole-life-time Highest Honor Offered) by the National Science Council, Taiwan, 2000 - Now. - Distinguished Research Fellow (Highest Honor Offered) by the National Science Council, Taiwan, 1997-2000. - Distinguished Research Fellow (Highest Honor Offered) by the National Science Council, Taiwan, 2000—2003. - National Distinguished Chair Professor, Award of the Ministry of Education Affairs, Taiwan, 2000-2003. - Chair Professor of National Chiao Tung University (from 2003~ a whole-life-time honor). - Pinnacle of Achievement Award 2005 (Top 100 Educators Pinnacle of Achievement Award, 009 of 100), the International Biographical Center at its Headquarters in Cambridge, England).\ - Special Speaker of ISME (one hour) and Contribution Award (March 2006) - MCDM Edgeworth-Pareto Award presented by International Society on Multiple Criteria Decision Making, June 23, 2009, Distinguished Professional Award Ministry of Education Affairs, Taiwan (National Chiao Tung University), 1992. The MCDM Conference Chairman Award (July 1992) For the most gracious hospitality, and for the outstanding leadership and resourcefulness in organizing, managing and chairing the Tenth International Conference on MCDM, Taipei, Taiwan, July 1992. 2 International Society on Multiple Criteria Decision Making. The MCDM Edgeworth-Pareto Award (June 2009) As the highest distinction that the International Society on Multiple Criteria Decision Making bestows upon a researcher who, over his career, has established a record of creativity to the extent that the field of MCDM would not exist in its current form without the far-reaching contributions from this distinguished scholar. The MCDM Edgeworth-Pareto Award Presented to Gwo-Hshiung Tzeng by International Society on Multiple Criteria Decision Making, June 23, 2009. Life Fellow Award (2010) Life Fellow Award is presented to Gwo-Hshiung Tzeng for his contribution to the society for 7 years. International Society of Management Engineers at the International Symposium on Management Engineering, August 26-28, 2010, Kitakyushu International Conference Center, Kitakyushu, Japan. Co-Chairmen of ICIS (1992) Co-Chairmen of International Conference on Information and Systems, September 3-6, 1992, Dalian, China. Co-Chairmen of 36 ICCIE (2006) Co-Chairmen of the 36th International Conference on Computers and Industrial Engineering, June 20 –23, 2006, Taipei, Taiwan Special Speaker (Keynote Talk) of ISME (one hour) and Contribution Award (March 2006) New Frontiers in Fuzzy MCDM for Promoting Value-Created Business Competitiveness in EEra, International Symposium on Management Engineering, March 11, 2006, The graduate School of Information, Production and Systems, Waseda University Special Speaker (Keynote Talk) of IML2008 (one hour) Asia Conference on Intelligent Manufacturing & Logistics Systems (IML 2008), “New Frontiers of Multiple Criteria Decision Making (Tutorial Talk)”, February 25-27, 2008, Kitakushu, Japan. General Co-Chair of WEHIA 2008 & The 7th CIEF 2008 Joint Conference of 2008 Winter Workshop on Economics with Heterogeneous Interacting Agents and the 7th International Conference on Computational Intelligence in Economics and Finance, December 5~7, 2008, Kainan University, Taoyuan, Taiwan Chair of ISME2011 The Eighth International Symposium on Management Engineering, August 22 (Monday) - August 25 (Friday), 2011, Chang Yung-Fa Foundation Hall, Taipai, Taiwan. 3 Keynote Speaker (one hour on Opening) of KES IDT 2011 (The 3rd International Symposium on Intelligent Decision Technologies, and the 4th KES International Conference on Intelligent Interactive Multimedia Systems and Services (KESIIMSS-11)). Topic: New Frontiers of Hybrid MCDM Model for Creating the Best Global Supply Chain Systems - with a Focus on ‘Multiple Attribute Decision Making: Methods and Applications”, in University of Piraeus, Greece, 20-22 July 2011 New Book Keynote Tutorial (one hour on Opening) of ISME2011 (The Eighth International Symposium on Management Engineering 2011). Topic: "New Frontiers on Multiple Attribute Decision Making: Methods and Applications", in Chang Yung-Fa Foundation Hall, Taipei, Taiwan, August 22 (Monday) - August 25 (Friday), 2011)). New Book th Keynote Speaker (one hour) of the 19 National Conference on Fuzzy Theory and its Applications, September 18-19, 2011, National Formosa University, Taiwan. Keynote talk: New Frontiers of “Hybrid Fuzzy MCDM Model for Improving and Creating the Best Systems in Applications. New Book Talk speech in Vilnius Gediminas Technical University (VGTU), Vilnius, Lithuania on July 5, 2012. Talk topic: A New Hybrid MADM Model for Problems-Improvement. INVITATION FOR SEMINAR, July 16 (Monday) 2012 Faculty of Mathematics, Computer Science and Mechanics The University of Warsaw, Banacha 2, room 4420, 18:15 - 20:00 Talk: Srategies for Improving Tourism Development Performance Using New Hybrid MADM Model: Case of Jingushi Gold Ming of Taiwan Tutorial in The Ninth Symposium Organized by International Society of Management Engineers (ISME 2012), August 22-25, 2012, Kitakyushu International Conference Center, Kokura, Kitakyushu, Japan. Topic: A New concepts and trends of Hybrid MCDM Model for Problems-Improvement. The Best Paper Award: New Thinking of Multi-Objective Programming with Changeable Space - In Search of Excellence by Jih-Jeng Huanga, Gwo-Hshiung Tzeng. In the Ninth Symposium Organized 4 by International Society of Management Engineers (ISME 2012), August 22-25, 2012, Kitakyushu International Conference Center, Kokura, Kitakyushu, Japan. The First International Conference on Information Technology and Quantitative Management (ITQM 2013), May 16-18, 2013. Tutorial Lectures Tutorial Lectures: Tutorial Lectures: Gwo-Hshiung Tzeng ——"New Concepts and Trends in the MCDM Field for Solving Actual Problems - New Hybrid MCDM Model" "New Concepts and Trends in the MCDM Field for Solving Actual Problems - New Hybrid MCDM Model" Gwo-Hshiung Tzeng, Distinguished Chair Professor - Graduate Institute of Project Management, Kainan University - Institute of Management of Technology, National Chiao Tung University Abstract: How trends in future prospects? Which problems will be improved for satisfying the users'/customers'/social needs in marketing situations and how overall considering problems in dimensions and criteria can be achieved the aspiration levels? However, we find that the traditional MCDM field ignored some important new concepts and trends, needed some assumptions limit/defects to solve actual real-world problems. Therefore in our researches some new concepts and trends in the MCDM field for solving actual problems have been proposed as follows. First, the traditional model assumes that the criteria in value-created are independent and hierarchical in structure; however, criteria are often interdependent in real-world problems; because "Statistics and Economics are unrealistic in the real world", so DEMATEL technique can be used to find the interrelationship matrix and build a influential network relation map (INRM) for solving the relationship problems in the real world. Second, the relative good solution from the existing alternatives is replaced by the aspiration levels to avoid "Choose the best among inferior choices/alternatives", i.e., avoid "Pick the best apple among a barrel of rotten apples". Third, the emphasis in the field has shifted from ranking and selection when determining the most preferable approaches to performance improvement of existing methods based on INRM, because "we need a systematic approach to problem-solving; instead of addressing the systems of the problem, we need to identify the sources of the problem". Fourth, information fusion/aggregation such as fuzzy integrals, basically, a non-additive/super-additive model, has been developed to aggregate the performances. Therefore, in order to overcome the defects of conventional MADM method, we have focused on developing a series of new Hybrid Dynamic Multiple Criteria Decision Making (HDMADM) method for solving the complication dynamic problems in real world and applying to improve the real issues in the trends and prospects. Finally some empirical real cases are illustrated to demonstrate effectiveness of the proposed new hybrid MADM methods. From those real cases, the best performance improvement strategies can be devised to provide the most 5 suitable/reasonable effective and efficient strategies for improving the gaps to reach the aspiration level. Fifth, we proposed a new thinking of MODM models with changeable spaces to help the decisionmakers for win-win planning/designing to achieve the aspiration level, which is better than to achieve the ideal point or Pareto optimal solutions. Keywords: Information technology, Internet communication, hybrid MCDM, MADM, MODM, DEMATEL, DANP, VIKOR, changeable space, aspiration level Tutorial 2013 Joint Rough Set Symposium (JRS 2013), Halifax, Nova Scotia, October 10-13, 2013. The 2013 Joint Rough Set Symposium (JRS 2013) encapsulates the 14th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC 2013) and the 8th International Conference on Rough Sets and Knowledge Technology (RSKT 2013). It will also host the workshops on Rough Set Theory (RST 2013) and Rough Set Applications (RSA 2013). Toturial lectures 03:15pm - 05:15pm Tutorial 2 Gwo-Hshiung Tzeng Talk: New Concepts and Trends of MCDM for Tomorrow: Solving Actual Problems 6 Technological and economic development of Economy, ISSN 2029-4913 print/ISSN 2029-4921 online 2012 Volume 18(4): 672– 695; doi:10.3846/20294913.2012.753489 Two New Books, Gwo-Hshiung Tzeng New Concepts and Trends of MCDM for Tomorrow in Solving Actual Problems Multiple Attribute Decision Making: Methods and Applications By Gwo-Hshiung Tzeng & Jih-Jeng Huang (2011), CRC Press, Taylor & Francis Group, A Chapman & Hall Book. Part I Concepts and Theory of MADM Analytic Hierarchy Process; Analytic Network Process and Fuzzy Analytic Network Process; Simple Additive Weighting Method; TOPSIS and VIKOR; ELECTRE Method; PROMETHEE Method; Gray Relational Model; Fuzzy Integral Technique; Rough Sets; Structural Model (Interpretive Structural Modeling (ISM) Method, DEMATEL Method, Fuzzy Cognition Maps). Part II Applications of MADM AHP: An Application; VIKOR Technique with Applications Based on DEMATEL and ANP; TOPSIS and VIKOR: An Application; ELECTRE: An Application; PROMETHEE: An Application; Fuzzy Integral and Gray Relation: An Application; Fuzzy Integral: An Application; Rough Sets: An Application. Fuzzy Multiple Objective Decision Making By Gwo-Hshiung Tzeng & Jih-Jeng Huang (2013), CRC Press, Taylor & Francis Group, A Chapman & Hall Book. Section I Concepts and Theory of Multi-Objective Decision Making Multi-Objective Evolutionary Algorithms; Goal Programming; Compromise Solution and TOPSIS; De Novo Programming and Changeable Parameters (including Decision Space and Objective Space, called Changeable Spaces); Multi-Stage Programming; Multi-Level Multi-Objective Programming; Data Envelopment Analysis. Section II Applications of Multi-Objective Decision Making Motivation and Resource Allocation for Strategic Alliances; Choosing Best Alliance Partners and Allocating Optimal Alliance Resources Using Fuzzy Multi-Objective Dummy Programming Model; Multi-Objective Planning for Supply Chain Production and Distribution Mode: Bicycle Manufacturer; Fuzzy interdependent Multi-Objective Programming; Novel Algorithm for Uncertain Portfolio Selection; Multiobjective Optimal Planning for Designing Relief Delivery Systems; Comparative Productivity Efficiency for Global Telecoms; Fuzzy Multiple Objective Programming in Interval Piecewise Regression Model. 7 Liou, James J.H. and Tzeng, G.H. (Corresponding author) (2012), Comments on "Multiple criteria decision making (MCDM) methods in economics: An overview", Technological and Economic Development of Economy, 18(4), 672-695. Abstract. This paper offers comments on a previously published paper, titled “Multiple criteria decision making (MCDM) methods in economics: an overview,” by Zavadskas and Turskis (2011). The paper’s authors made great efforts to summarize MCDM methods but may have failed to consider several important new concepts and trends in the MCDM field for solving actual problems. First, the traditional model assumes the criteria are independently and hierarchically structured; however, in reality, problems are often characterized by interdependent criteria and dimensions and may even exhibit feedback-like effects. Second, relatively good solutions from the existing alternatives are replaced by aspiration levels to fit today’s competitive markets. Third, the emphasis in the field has shifted from ranking and selection when determining the most preferable approaches to performance improvement of existing methods. Fourth, information fusion techniques, including the fuzzy integral method, have been developed to aggregate the performances. Finally, the original fixed resources in multi-objective programming are divided such that both decision and objective spaces are changeable. In this paper, we add new concepts and provide comments that could be thought of as an attempt to complete the original paper. Basic New Concepts and Trends of Two New Books for Tomorrow aspiration level The basic concept of changeable spaces for achieving To cite this article: James J. H. Liou (2013): New concepts and trends of MCDM for tomorrow –in honor of Professor Gwo-Hshiung Tzeng on the occasion of his 70th birthday, Technological and Economic Development of Economy, 19:2, 367-375 To link to this article: http://dx.doi.org/10.3846/20294913.2013.811037 8 Highly Cited Paper (March 13, 2009) ESI Dear Dr. Gwo-Hshiung Tzeng, Researcher ID: B-2775-2009 Your article entitled “Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS (Authors: Opricovic, S; Tzeng, GH) as published in the “EUROPEAN JOURNAL OF OPERATIONAL RESEARCH” on July 16th, 156(2), 445-455, 2004 has been recently identified by Thomson Reuters’ Essential Science IndicatorsSM to be one of the most cited papers in the field of Economics and Business. http://sciencewatch.com/dr/erf/2009/09aprerf/09aprerfOpriET/ Highly Cited Papers: 37, one is ESI My Publications: Citation Metrics Gwo-Hshiung Tzeng, http://www.researcherid.com/rid/B-2775-2009 ResearcherID: B-2775-2009 Other Names: Gwo-Hshiung Tseng; Gwo-Hsiung Tzeng; Gwo-Hshing Tzeng h-index: 37 My Publications: Citation Metrics This graph shows the number of times the articles on the publication list have been cited in each of the last 20 years. Note: Only articles from Web of Science Core Collection with citation data are included in the calculations. More information about these data. Total Articles in Publication List: Articles With Citation Data: Sum of the Times Cited: Average Citations per Article: h-index: Last Updated: 255 255 4802 18.83 37 09/20/2014 05:03 GMT Google Scholar Gwo-Hshiung Tzeng Distinguished Chair Professor Research methods for problems-solving: Data Analysis (crisp sets, fuzzy set theory, rough set theory -> statistics and multivariate analysis, evolutionary computation, soft computing, etc.), multiple criteria decision making (MADM and MODM), and so on for applications in the real world problems Citation indices All Since 2009 Citations to my articles Citations h-index i10-index 12986 60 175 10243 52 157 September 23, 2014: 2009 (1049 times), 2010 (1262 times), 2011 (1688 times), 2012 (2118 times), 2013 (2431 9 times), 2014 (1682 times). http://scholar.google.com/citations?user=ZRXOrvQAAAAJ&hl=en Book Search Multiple Attribute Decision Making Methods and Applications By Gwo-Hshiung Tzeng, Jih-Jeng Huang Gwo-Hshiung Tzeng & Jih-Jeng Huang (2011), Multiple Attribute Decision Making: Methods and Applications, CRC Press, Taylor & Francis Group, A Chapman & Hall Book. (1)Decision makers are often faced with several conflicting alternatives. How do they evaluate trade-offs when there are more than three criteria? To help people make optimal decisions, scholars in the discipline of multiple criteria decision making (MCDM) continue to develop new methods for... Published 21st June 2011 by Chapman and Hall/CRC New Book Gwo-Hshiung Tzeng & Jih-Jeng Huang (2013), Fuzzy Multiple Objective Decision Making, CRC Press, Taylor & Francis Group, A Chapman & Hall Book. New Book Fuzzy Multiple Objective Decision Making By Gwo-Hshiung Tzeng, Jih-Jeng Huang Multi-objective programming (MOP) can simultaneously optimize multi-objectives in mathematical programming models, but the optimization of multi-objectives triggers the issue of Pareto solutions and complicates the derived answers. To address these problems, researchers often incorporate the... Published 8th August 2013 by Chapman and Hall/CRC New Books will be published in Taylor & Francis Group, CRC Press, Springer A series of books New Frontiers of Research Methods for Problems-Solving - “Fuzzy Multiple Objective Decision Making: Methods and Applications, 10 2013 (2), Taylor & Francis Group, CRC Press. (2) - New Frontiers of Hybrid Multiple Criteria Decision Making Model, Springer. (3) - New Frontiers of Forecasting Model. (4) - New Frontiers of Data Mining for Knowledge Discovery. (5) A. Referred Papers 2014 Shu-Kung Hu, Ming-Tsang Lu, Gwo-Hshiung Tzeng (Corresponding author) (2014) Exploring smart phone improvements based on a hybrid MCDM model, Expert Systems With Applications, Volume 41, Issue 9, July 2014, Pages 44014413 (SCI, IF: 1.854, 2.339 (5-years, 2012). Chih-Hung Wu*, Yi-Lin Tzeng, Bor-Chen Kuo, Gwo-Hshiung Tzeng (2014), Affective Computing Techniques for Developing a Human Affective Norm Recognition System for U-learning Systems, International Journal of Mobile Learning and Organisation (IJMLO), 8(1): 50-66. Jih-Jeng Huang, Gwo-Hshiung Tzeng (2014), New thinking of multi-objective programming with changeable spaces - In search of excellence, Technological and Economic Development of Economy (Accepted, SSCI, IF: 5.605, 2011; IF: 3.235, 2012). Kao-Yi Shen, Min-Ren Yan, and Gwo-Hshiung Tzeng (Corresponding author) (2014), Combining VIKOR-DANP model for glamor stock selection and stock performance improvement, Knowledge-Based Systems, Volume 58, March 2014, Pages 86-97 (SCI, IF: 4.104, 3.371 (5-years, 2012). James J.H. Liou, Yen-Ching Chuang, Gwo-Hshiung Tzeng (Corresponding author) (2014) A fuzzy integral-based model for supplier evaluation and improvement. Information Sciences, Volume 266, 10 May 2014, Pages 199– 217 (Impact factor: 3.643, 5-Year Impact Factor: 3.676, 2012; SNIP: 3.425, 2013). Yu-Chien Ko, Hamido Fujita, Gwo-Hshiung Tzeng (2014), A simple utility function with the rules-verified weights for analyzing the top competitiveness of WCY 2012, Knowledge-Based Systems, Volume 58, March 2014, Pages 58-65 (SCI, IF: 4.104, 3.371 (5-years, 2012). Wan-Yu Chiu, Gwo-Hshiung Tzeng, Han-Lin Li (2014). Developing e-store marketing strategies to satisfy customers’ needs using a new hybrid grey relational model, International Journal of Information Technology & Decision Making, Vol. 13, No. 2 (2014) 231–261. Fu-Kwun Wang, Chen-Hsoung Hsu, and Gwo-Hshiung Tzeng (2014). Applying a Hybrid MCDM Model for Six Sigma Project Selection, Mathematical Problems in Engineering (Accepted, SCI, impact factor: 1.383). 11 Fu-Hsiang Chen, Gwo-Hshiung Tzeng (2014). Probing Organization Performance Using a new Hybrid Dynamic MCDM Method Based on the Balanced Scorecard Approach, Journal of Testing and Evaluation (Accepted, SSCI, IF: 0.384, 2013) Kao-Yi Shen, and Gwo-Hshiung Tzeng (2014). DRSA-based Neuro-Fuzzy Inference Systems for the Financial Performance Prediction of Commercial Bank, International Journal of Fuzzy Systems, 16(2), 173-183 (SCI, IF: 1.506, 2012). Ming-Tsang Lu, Gwo- Hshiung Tzeng, Hilary Cheng, Chih-Cheng Hsu (2014). Exploring Mobile Banking Services for User Behavior in Intention Adoption: Using New Hybrid MADM Model, Service Business (Accepted, SSCI, IF: 0.571, 2012). DOI: 10.1007/s11628-014-0239-9 Ming-Tsang Lu, Gwo- Hshiung Tzeng, Shu-Kung Hu (2014). Evaluating the implementation of business-to-business m-commerce by SMEs based on a new hybrid MADM model, Management Decision (Accepted, SSCI, IF: 3.787, 2012). Kuang-Hua Hu, Fu-Hsiang Chen, Gwo-Hshiung Tzeng, Jinn-De Lee (2014). Improving Corporate Governance Effects on an Enterprise Crisis Based on a New Hybrid DEMATEL with the MADM Model, Journal of Testing and Evaluation (Accepted, SSCI, IF: 0.384, 2013). Kao-Yi Shen and Gwo-Hshiung Tzeng (2014). A decision rule-based soft computing model for diagnosing financial performance-improvement of commercial banks, Soft Computing, Accepted (SCI, 2012 Impact Factor; 1.124). Andy, L., Lee, R.Y., and Tzeng, G.H. (2014). Characteristic of professional SCUBA dive guide. Tourism in Marine Environment, 10(1/2) (In press). 2013 Yu-Chien Ko, Hamido Fujita, Gwo-Hshiung Tzeng (Corresponding author) (2013), An extended fuzzy measure on competitiveness correlation based on WCY 2011, Knowledge-Based Systems, Volume 37, January 2013, Pages 86-93 (SCI, IF: 4.104, 3.371 (5-years, 2012). Wan-Yu Chiu, Gwo-Hshiung Tzeng (Corresponding author), Han-Lin Li (2013), A new hybrid MCDM model combining DANP with VIKOR to improve e-store business, Knowledge-Based Systems, Volume 37, January 2013, Pages 48-61 (SCI, IF: 4.104, 3.371 (5-years, 2012)). Jen-Wei Cheng, Wei-La Chiu, Gwo-Hshiung Tzeng (Corresponding author) (2013). Do impression management tactics and/or supervisor–subordinate guanxi matter? Knowledge-Based Systems, Volume 40, March 2013, Pages 123133 (SCI, IF: 4.104, 3.371 (5-years, 2012)). Chui-Hua Liu, Gwo-Hshiung Tzeng, Ming-Huei Lee, Po-Yen Lee (2013). Improving metro–airport connection service for tourism development: Using hybrid MCDM models, Tourism Management Perspectives, Volume 6, 12 April 2013, Pages 95-107. Kua-Hsin Peng, Gwo-Hshiung Tzeng (Corresponding author) (2013), A hybrid dynamic MADM model for problems-improvement in economics and business, Technological and Economic Development of Economy, Volume 19(4): 638–660 (SSCI, IF: 5.605, 2011; IF: 3.235, 2012). Hsuan-Shih Lee, Gwo-Hshiung Tzeng, Weichung Yeih, Yu-Jie Wang, Shing-Chih Yang (2013). Revised DEMATEL: Resolving the Infeasibility of DEMATEL, Applied Mathematical Modelling, Volume 37, Issues 10–11, 1 June 2013, Pages 6746-6757 (SCI, IF: 1.706, 1.674 (5-years, 2012). Liu, C.H., Tzeng , G.H. (Corresponding author),, Lee, M.H. (2013), Strategies for improving cruise product sales in the travel agency- using hybrid MCDM models, The Service Industry Journal, Volume 33, Issue 5, pages 542-563.. (2010 Impact Factor: 1.071). DOI:10.1080/02642069.2011.614342 Yu-Chien Ko, Hamido Fujita, Gwo-Hshiung Tzeng (Corresponding author) (2013), A fuzzy integral fusion approach in analyzing competitiveness patterns from WCY2010, Knowledge-Based Systems, Volume 49, September 2013, Pages 1-9 (SCI, IF: 4.104, 3.371 (5-years, 2012)). Ming-Tsang Lu, Shi-Woei Lin, Gwo-Hshiung Tzeng (Corresponding author) (2013), Improving RFID adoption in Taiwan’s healthcare industry based on a DEMATEL technique with a hybrid MCDM model, Decision Support Systems,Volume 56, December 2013, Pages 259-269 (Impact factor: 2.201, 5-Year Impact Factor: 3.037). Toshimasa Ozaki, Kanna Miwa, Akihiro Itoh (Nagoya Gakuin University), Shin Sugiura, Eizo Kinoshita (Meijo University), and Gwo-Hshiung Tzeng (Kainan University) (2013). Dissolution of Dilemma by Newly Defining Criteria Matrix in ANP, Journal of the Operations Research Society of Japan, Vol. 56, No. 2, June 2013, pp. 93–110. Ming-Tsang Lu, Gwo-Hshiung Tzeng (Corresponding author), Ling-Lang Tang (2013). Environmental Strategic Orientations for Improving Green Innovation Performance in Fuzzy Environment - Using New Fuzzy Hybrid MCDM Model. International Journal of Fuzzy Systems, Vol. 15, No. 3, September 2013, pp.297-316. SCI, IF: 1.506, 2012). Chih-Wen Ting, Jyun-Wei Huang, Ding-Shan Wang, Gwo-Hshiung Tzeng (2013). To identify or not to identify: A weighted multidimensional scaling in identifying the similarities of eshopping stores, African Journal of Business Management, Volume 7, Issue 22, PP. 22062218. 2012 James J.H. Liou, Gwo-Hshiung Tzeng (Corresponding author) (2012), Comments on "Multiple criteria decision making (MCDM) methods in economics: An overview", Technological and Economic Development of Economy, 18(4), 672695 (SSCI, IF: 5.605, 2011; IF: 3.235, 2012). 13 Chui-Hua Liu, Gwo-Hshiung Tzeng (Corresponding author), Ming-Huei Lee (2012), Improving tourism policy implementation - the use of hybrid MCDM models, Tourism Management, Volume 33, Issue 2, Pages 239-488 (April 2012) (SSCI, IF: 2.620, 3.415 (5-years), 2010) Yung-Lan Wang, Gwo-Hshiung Tzeng (Corresponding author) (2012), Brand Marketing for Creating Brand Value Based on a MCDM Model Combining DEMATEL with ANP and VIKOR Methods, Expert Systems with Applications, Volume 39, Issue 5, April 2012, Pages 5600-5615 (SCI, IF: 2.908, 3.162 (5-years), 2009). Ozaki, Toshimasa; Lo, Mei-Chen; Kinoshita, Eizo; Tzeng, Gwo-Hshiung (2012), Decision-making for the Best Selection of Suppliers by Using Minor ANP, Journal of Intelligent Manufacturing (JIM), December 2012, Volume 23, Issue 6, pp 21712178. (SCI, Impact Factor: 0.938, 2011) Yu-Ping Ou Yang, How-Ming Shieh, Gwo-Hshiung Tzeng (2012), A VIKOR technique based on DEMATEL and ANP for information security risk control assessment. Information Sciences, Volume 232, 20 May 2013, Pages 482-500 (SCI, IF= 3.643, 3.676 (5-years), 2012) Sheng-Kai Fang, Jhieh-Yu Shyng, Wen-Shiung Lee, Gwo-Hshiung Tzeng (Corresponding author) (2012). Combined Data Mining techniques for exploring the preference of customers between financial companies and agents based on TCA, Knowledge-Based Systems, 27, 137-151. (SCI, IF: 4.104, 3.371 (5-years, 2012)). Liou, Jame J.H., Tzeng, G.H. (Corresponding author), Hsu, C.C., Yeh, W.C. (2012). Reply to “comment on using a modified grey relation method for improving airline service quality, Tourism Management, 33(3), 719-720. (SSCI, IF: 2.571, 3.552 (5-years), 2012). Hiroaki Ishii, Shogo Shiode, Hark Hwang, Gwo-Hshiung Tzeng, Hirosato Seki (2012), Preface ‘Soft computing for management systems’ Computers & Industrial Engineering, Volume 62, Issue 3, April 2012, Page 687 (SCI, IF: 1.516, 2.028 (5-years), 2012). Don Jyh-Fu Jeng, Gwo-Hshiung Tzeng (2012), Social Influence on the Use of Clinical Decision Support Systems: Revisiting the Unified Theory of Acceptance and Use of Technology by the Fuzzy DEMATEL Technique, Computers & Industrial Engineering, Volume 62, Issue 3, April 2012, Pages 819-828. (SCI, IF: 1.516, 2.028 (5-years), 2012). Meng-Jong Kuan, Gwo-Hshiung Tzeng and Chia-Chun Hsiang (2012), Exploring the Quality Assessment System for New Product Development Process by combining DANP with MCDM Model, International Journal of Innovative Computing, Information and Control (special issue), Vol. 8, No. 8, 5745-5762 (SCI, Impact Factor=2.932, Rank=14/102 Category: Computer Science, Artificial 14 Intelligence, 2011). Chi-Yo Huang, Gwo-Hshiung Tzeng, Yun-Ting Chen and Hueiling Chen (2012), Performance Evaluation of Leading Fabless Integrated Circuit Design Houses by Using a Multiple Objective Programming Based Data Envelopment Analysis Approach, International Journal of Innovative Computing Information and Control, Vol. 8, No. 8, 5899-5916 (SCI, Impact Factor=2.932, Rank=14/102 Category: Computer Science, Artificial Intelligence, 2011). Hsu, C.H., Wang, F.K. and Tzeng, G.H., 2012. The best vendor selection for conducting the recycled material based on a hybrid MCDM model combining DANP with VIKOR. Resources, Conservation & Recycling, Vol. 66, pp. 95-111. (SCI, IF: 2.319, 2.889 (5-years), 2010). Ying-Hsun Hung, Tsong-Liang Huang, Jing-Chzi Hsieh, Hung-Jia Tsuei, ChunChuan Cheng, Gwo-Hshiung Tzeng (2012), Online reputation management for improving marketing by using a hybrid MCDM model, Knowledge-Based Systems, Volume 35, November 2012, Pages 87-93 (SCI, IF: 4.104, 3.371 (5-years, 2012)). Yung-Chi Shen, Grace T.R. Lin, Gwo-Hshiung Tzeng (2012), "A novel multicriteria decision-making combining Decision Making Trial and Evaluation Laboratory technique for technology evaluation", Foresight, Vol. 14 Iss: 2, pp.139 – 153. Chi-Yo Huang, Po-Yen Wang, and Gwo-Hshiung Tzeng (2012), Evaluating Top Information Technology Firms in Standard and Poor 500 index by Multiple Objective Programming Based Data Envelopment Analysis, Lecture Notes in Computer Science, IEA/AIE 2012, LNAI 7345, pp. 720—730, Springer, Heidelberg. (EI) Yu-Chien Ko, Hamido Fujita, and Gwo-Hshiung Tzeng (2012), Using DRSA and Fuzzy Measure to Enlighten Policy Making for Enhancing National Competitiveness by WCY 2011, in H. Jiang et al. (Eds.): Lecture Notes in Science, IEA/AIE 2012, LNAI 7345, pp. 709—719, Springer, Heidelberg (2012). (EI) Chi-Yo Huang, Ming-Jenn Wu, Yu-Wei Liu, and Gwo-Hshiung Tzeng (2012), Using the DEMATEL Based Network Process and Structural Equation Modeling Methods for Deriving Factors Influencing the Acceptance of Smart Phone Operation Systems, in H. Jiang et al. (Eds.): Lecture Notes in Computer Science, IEA/AIE 2012, LNAI 7345, pp. 731—741, Springer, Heidelberg (2012). (EI) Shu-kung Hu, Yen-Ching Chuang, Ya-Fan Yeh, Gwo-Hshiung Tzeng (2012), Hybrid MADM with Fuzzy Integral for Exploring the Smart Phone Improvement in MGeneration, International Journal of Fuzzy Systems, 14(2), 204-214. (SCI, IF= 1.16, 2010; EI). Gwo-Hshiung Tzeng (Corresponding author), Chi-Yo Huang (2012), Combined DEMATEL technique with hybrid MCDM methods for creating the aspired 15 intelligent global manufacturing & logistics systems, Annals of Operations Research: Volume 197, Issue 1 (2012), Page 159-190 (SCI, IF: 1.029, 2012) Krzysztof Targiel, Tadeusz Trzaskalik, Małgorzata Trzaskalik-Wyrwa, Gwo Hsiung Tzeng (2012): DEMATEL, ANP and VIKOR Based Hybrid Method Application to Restoration of Historical Organs, in Tadeusz Trzaskalik and Tomasz Wachowicz (Eds.), Multiple Criteria Decision making ’12, Scientific Publications, the University of Economics in Katowice. Chui-Hua Liu, Gwo-Hshiung Tzeng, Ming-Huei Lee, Hao-Lin Tseng, Po-Yan Lee (2012), Using a Hybrid MCDM Model Combining Fuzzy DEMATEL Technique to Examine the Job Stress of Coach Driver, Intelligent Decision Technologies (Smart Innovation, Systems and Technologies) Volume 16, 2012, pp 149-156 2011 Vivien Y.C. Chen, Hui-Pang Lien, Chui-Hua Liu, James J.H. Liou, Gwo-Hshiung Tzeng (Corresponding author), Lung-Shih Yang (2011). Fuzzy MCDM approach for selecting the best environment-watershed plan. Applied Soft Computing, Volume 11, Issue 1, January 2011, Pages 265-275. (SCI, IF: 2.415, 2.468 (5-years), 2009). Jhieh-Yu Shyng, How-Ming Shieh, Gwo-Hshiung Tzeng (2011). Compactness rate as a rule selection index based on rough set theory to improve data analysis for personal investment portfolios, Applied Soft Computing, 11(4), 3671–3679. (SCI, IF: 2.415, 2.468 (5-years), 2009). Yu-Ping Ou Yang, How-Ming Shieh, Gwo-Hshiung Tzeng (Corresponding author), Leon Yen, C.-C. Chan (2011). Combined Rough Sets with Flow Graph and Formal Concept Analysis for Business Aviation Decision-Making, Journal of Intelligent Information Systems, 36(3), 347-366 (SCI, IF= 0.980, 1.207 (5years), 2009; IF=0.875, 2010). James J.H. Liou, Gwo-Hshiung Tzeng (Corresponding author) (2011). A hybrid ANP model in fuzzy environments for strategic alliance partner selection in the airline industry, Applied Soft Computing, 11 (2011) 3515–3524 (SCI, IF: 2.415, 2.468 (5-years), 2009). Chiun-Sin Lin, Gwo-Hshiung Tzeng (Corresponding author), Yang-Chieh Chin (2011). Combined rough set theory and flow network graph to predict customer churn in credit card accounts. Expert Systems with Applications, Volume 38, Issue 1, January 2011, Pages 8-15. (SCI, IF: 2.908, 3.162 (5-years), 2009). James J.H. Liou, Chieh-Yuan Tsai, Rong-Ho Lin, Gwo-Hshiung Tzeng (2011), A modified VIKOR multiple-criteria decision method for improving domestic airlines service quality. Journal of Air Transport Management, Volume 17, Issue 2, March 2011, Pages 57-61 (SSCI, IF: 1, 1.312 (5-years), 2009). 16 Jiann Liang Yang, Gwo-Hshiung Tzeng (Corresponding author) (2011), An integrated MCDM technique combined with DEMATEL for a novel clusterweighted with ANP method. Expert Systems with Applications, Volume 38, Issue 3, March 2011, Pages 1417-1424. (SCI, IF: 2.908, 3.162 (5-years), 2009). Yung-Chi Shen, Grace T.R. Lin, Gwo-Hshiung Tzeng (2011) Combined DEMATEL techniques with novel MCDM for the organic light emitting diode technology selection Original Research Article Expert Systems with Applications, Volume 38, Issue 3, March 2011, Pages 14681481. (SCI, IF: 2.908, 3.162 (5-years), 2009). Wen-Rong Jerry Ho, Chih-Lung Tsai, Gwo-Hshiung Tzeng (Corresponding author), Sheng-Kai Fang (2011). Combined DEMATEL technique with a novel MCDM model for exploring portfolio selection based on CAPM. Expert Systems with Applications, Volume 38, Issue 1, January 2011, Pages 16-25. (SCI, IF: 2.908, 3.162 (5-years), 2009). Ying-Hsun Hung, Seng-Cho T. Chou, Gwo-Hshiung Tzeng (Corresponding author) (2011). Knowledge management adoption and assessment for SMEs by a novel MCDM approach, Decision Support Systems, Volume 51, Issue 2, May 2011, Pages 270-291. (IF: 2.622, 2.842 (5-Year Impact Factor), 2009) Moussa Larbani, Chi-Yo Huang, Gwo-Hshiung Tzeng (2011). A Novel Method for Fuzzy Measure Identification, International Journal of Fuzzy Systems 13(1), 2434 (SCI, IF= 1.36, 2010: EI). Chi-Yo Huang, Chih-Wei Wang and Gwo-Hshiung Tzeng (2011), Defining the Staffing Strategies of Globalized High Technology Enterprises by an FMCDM Framework, International Journal of Innovative Computing, Information and Control (special issue) (Accepted, SCI, Impact Factor=2.932, Rank=14/102 Category: Computer Science, Artificial Intelligence). Kuang-Hua Hu, Chi-Yo Huang, Huei-Ling Chen, Gwo-Hshiung Tzeng (2011) Measuring and Enhancing Corporate Governance Capabilities from the Risk Taking Aspect by Using Hybrid MCDM Methods, ICIC Express Letters: An International Journal of Research and Surveys (special issue, ICIC EL, Accepted). Chi-Yo Huang, Yi-Fan Lin and Gwo-Hshiung Tzeng (2011), Configuring the Next Generation Handset By Using a Kansei Engineering System Based MCDM Framework, ICIC Express Letters: An International Journal of Research and Surveys (special issue, ICIC EL, Accepted). Chi-Yo Huang, Shih-Yu Chang, Yu-Hsien Yang and Gwo-Hshiung Tzeng (2011), Predicting of the Semiconductor Book-to-Bill Ratio by Using a Genetic Algorithm based Support Vector Regression Method, ICIC Express Letters: An International Journal of Research and Surveys (special issue, ICIC EL, Accepted). 17 Chi-Yo Huang, Gwo-Hshiung Tzeng (Corresponding author), Wen-Rong Ho (2011), System on Chip Design Service e-Business Value Maximization Through a Novel MCDM Framework, Expert Systems with Applications, Volume 38, Issue 7, July 2011, Pages 7947-7962 (SCI, IF: 2.908, 3.162 (5-years), 2009). Fu-Hsiang Chen, Tsung-Shin Hsu, Gwo-Hshiung Tzeng (Corresponding author), (2011), A Balanced Scorecard Approach to Establish a Performance Evaluation and Relationship Model for Hot Spring Hotels Based on a Hybrid MCDM Model Combining DEMATEL and ANP, International Journal of Hospitality Management, 30(4), 908-932 (SSCI, IF: 1.48, 2009). Ya-Ti Lin, Chia-Li Lin, Hsiao-Cheng Yu, Gwo-Hshiung Tzeng (2011), Utilisation of interpretive structural modeling method in the analysis of interrelationship of vendor performance factors, International Journal of Business Performance Management 2011 - Vol. 12, No.3 pp. 260 - 275 Cheng-Hsiung Chen and Gwo-Hshiung Tzeng (Corresponding author) (2011), Creating the Aspired Intelligent Assessment Systems for Teaching Materials, Expert Systems with Applications, Volume 38, Issue 10, 15 September 2011, Pages 12168-12179 (SCI, IF: 2.908, 3.162 (5-years), 2009). Chih-Cheng Lee, Gwo-Hshiung Tzeng, Chi Chiang (2011). Determining key service quality measurement indicators in a travel website using a fuzzy analytic hierarchy process, International Journal of Electronic Business Management, Vol. 9, No. 4 (December, 2011), 322-333. 2010 Rough Set Theory and Applications Jhieh-Yu Shyng, How-Ming Shieh, Gwo-Hshiung Tzeng, Shu-Huei Hsieh (2010), Using FSBT Technique with Rough Set Theory for Personal Investment Portfolio Analysis, European Journal of Operational Research, Volume 201, Issue 2, 1 March 2010, Pages 601-607 (SCI, IF=2.158, 2.512 (5-years), 2010). Chun-Hsien Wang, Yang-Chieh Chin, Gwo-Hshiung Tzeng (2010), Mining the R&D innovation performance processes for high-tech firms based on rough set theory, Technovation Volume 30, Issues 7-8, July-August 2010, Pages 447-458 (SSCI/SCI, IF= 2.466, 2.126 (5-years), 2009). James J Liou, Leon Yen, Gwo-Hshiung Tzeng (2010). Using decision rules to help airlines cut costs without sacrificing essential service quality, European Journal of Operational Research Volume 205, Issue 3, 16 September 2010, Pages 680-686 (SCI, IF=2.158, 2.512 (5-years), 2010). James J. H. Liou, Gwo-Hshiung Tzeng (2010). Dominance-based rough set approach for customer behavior in the airline market, Information Sciences, Volume 180, Issue 11, 1 June 2010, Pages 2230-2238 (SCI, IF= 3.291, 3.089 (5-years), 2009). Jhieh-Yu Shyng, How-Ming Shieh, Gwo-Hshiung Tzeng (2010). An integration method combined rough set theory with formal concept analysis for personal investment portfolios, Knowledge-Based Systems, 23(6): 586–597 (SCI, IF= 18 1.308, 1.406, 2009) Chien-Chung Chan, Gwo-Hshiung Tzeng (2010). Bit-Vector Representation of Dominance-Based Approximation Space, Transactions on Rough Sets XIII Lecture Notes in Computer Science, 2011, Volume 6499/2011, 1-16, DOI: 10.1007/978-3642-18302-7_1 Partner Selection Jih-Jeng Huang, Chin-Yi Chen, Hsiang-Hsi Liu, Gwo-Hshiung Tzeng (2010), A multi-objective programming model for partner selection- perspectives of objective synergies and resource allocations, Expert Systems with Applications, Volume 37, Issue 5, May 2010, Pages 3530-3536 (SCI, IF: 2.908, 3.162 (5-years), 2009). E-Books in Academic Digital Libraries Chiun-Sin Lin, Gwo-Hshiung Tzeng, Yang-Chieh Chin, Chiao-Chen Chang (2010), Recommendation Sources on the Intention to Use E-Books in Academic Digital Libraries, The Electronic Library, Vol. 28 No. 6, 2010, pp. 844-857 (SSCI, IF=0.544, 2009). MCDM for Mobile Communication Package Chia-Li Lin, Chun-Wen Chen, and Tzeng, G. H. (2010), Planning the development strategy for the mobile communication package based on consumers' choice preferences, Expert Systems with Applications, Volume 37, Issue 7, July 2010, Pages 4749-4760 (SCI, IF: 2.908, 3.162 (5-years), 2009) Novel MCDM Techniques for Vehicle Telematics System Chia-Li Lin, Meng-Shu Hsieh, Gwo-Hshiung Tzeng (2010). Evaluating vehicle telematics system by using a novel MCDM techniques with dependence and feedback, Expert Systems with Applications, Volume 37, Issue 10, October 2010, Pages 6723-6736 (SCI, IF: 2.908, 3.162 (5-years), 2009). Novel Hybrid MCDM for Outsourcing Vendor Selection Ya-Ti Lin, Hsiao-Cheng Yu, Gwo-Hshiung Tzeng (2010). A Novel Hybrid MCDM Approach for Outsourcing Vendor Selection: A Case Study for a Semiconductor Company in Taiwan, Expert Systems with Applications, Volume 37, Issue 7, July 2010, Pages 4796-4804 (SCI, IF: 2.908, 3.162 (5-years), 2009). Hybrid MCDM Model for Environment Watershed Plan Yi-Chun Chen, Lien, H. P., Gwo-Hshiung Tzeng (2010), Measures and evaluation for environment watershed plan using a novel hybrid MCDM model, Expert Systems with Applications, Volume 37, Issue 2, March 2010, Pages 926-938 (SCI, IF: 2.908, 3.162 (5-years), 2009) Yi-Chun Chen, Hui-Pang Lien, Gwo-Hshiung Tzeng, Lung-Shih Yang (2010). A novel hybrid MCDM model for evaluating wetland environments, Decision Support Systems (Conditionally Accepted, SCI, IF: 2.135, 2.568 (5-years) 2010) Combined DEMATEL technique with MCDM Wen-Rong Jerry Ho, Chih-Lung Tsai, Gwo-Hshiung Tzeng, Sheng-Kai Fang (2010). Combined DEMATEL technique with a novel MCDM model for exploring portfolio selection based on CAPM, Expert Systems with 19 Applications, In Press, Accepted Manuscript, Available online 9 June 2010 (IF: 2.908, 3.162 (5-years), 2009) Jiann Liang Yang, Gwo-Hshiung Tzeng (2010) An integrated MCDM technique combined with DEMATEL for a novel cluster-weighted with ANP method Expert Systems with Applications, Volume 38, Issue 3, March 2011, Pages 14171424 (IF: 2.908, 3.162 (5-years), 2009) Yeou-lang Hsieh, Gwo-hshiung Tzeng (corresponding author), T.R. Lin, Hsiaocheng Yu (2010), Wafer Sort Bitmap Data Analysis using the PCA-based Approach for Yield Analysis and Optimization, IEEE Transactions on Semiconductor Manufacturing, 24(4), pp. 493 - 502 (SCI, IF:1.007, 2009 ). Yung-Chi Shen, Grace T.R. Lin, Gwo-Hshiung Tzeng (2010), Combined DEMATEL techniques with novel MCDM for the organic light emitting diode technology selection, Expert Systems with Applications, Volume 38, Issue 3, March 2011, Pages 1468-1481 (IF: 2.908, 3.162 (5-years), 2009). DEMATEL methods Gwo-Hshiung Tzeng, Wen-Hsien Chen, Rachung Yu, Meng-Lin Shih (2010). Fuzzy Decision Maps- A Generalization of the DEMATEL Methods, Soft Computing, 14(11), 1141-1150 (IF: 1.512, 1.405 (5-years), 2010) Hung-Fan Chang, Gwo-Hshiung Tzeng (2010), A causal decision making model for knowledge management capabilities to innovation performance in Taiwan’s hightech industry, Journal of technology Management & Innovation 5(4), 2010, pp.137-146. SEM-DEMATEL Pao-Lien Wei, Jen-Hung Huang, Gwo-Hshiung Tzeng, Shwu-Ing Wu (2010), CAUSAL MODELING OF WEB-ADVERTISING EFFECTS BY IMPROVING SEM BASED ON DEMATEL TECHNIQUE, International Journal of Information Technology & Decision Making, Vol. 9, No. 5 (2010) 799– 829 (IF: 3.139, 2010) Yang-Chieh Chin, Chaio-Chen Chang, Chiun-Sin Lin, Gwo-Hshiung Tzeng (2010), “The Impact of Recommendation Sources on the Adoption Intention of Microblogging Based on Dominance-based Rough Set Approach, in M. Szczuka et al. (Eds.): RSCTC 2010, LNAI 6086, pp. 514–523, 2010, Springer-Verlag Berlin Heidelberg. Toshimasa Ozaki, Shin Sugiura, Eizo Kinoshita, Gwo-Hshiung Tzeng (2010). Dissolution of the Dilemma Problems by Defining the Criteria Matrix in ANP, Nagoya Gakuin Daigaku kenkyū nenpō (名古屋学院大学研究年報) 第 23 号 (2010. 12). PCA-Based Approach Yeou-lang Hsieh, Gwo-hshiung Tzeng (Fellow, IEEE), T. R. Lin, and Hsiao-cheng Yu (2010). Wafer Sort Bitmap Data Analysis Using the PCA-Based Approach for Yield Analysis and Optimization, IEEE Transactions on Semiconductor Manufacturing, VOL. 23, NO. 4, pp. 493-502. (SCI, IF: 1.007, 2009) 20 Chi-Yo Huang, Shih-Yu Chang, Yu-Hsien Yang, and Gwo-Hshiung Tzeng (2010), Next Generation Passive Optical Networking Technology Predictions by Using Hybrid MCDM Methods, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.15, No.4, pp.400-405 (EI). Chi-Yo Huang, Yi-Hsuan Hung, and Gwo-Hshiung Tzeng (2010), Using Hybrid MCDM Methods to Assess Fuel Cell Technology for the Next Generation of Hybrid Power Automobiles, Journal of Advanced Computational Intelligence and Intelligent Informatics, 15(4), 406-417. Abstract | Preview | Full-text (PDF 803KB) (EI). 2009 Stock Selection Wen-Shiung Lee, Gwo-Hshiung Tzeng, Jyh-Liang Guan, Kuo-Ting Chien, JuanMing Huang (2009). Combined MCDM techniques for exploring stock selection based on Gordon model Original Research Article Expert Systems with Applications, Volume 36, Issue 3, Part 2, April 2009, Pages 6421-6430 Technology Management Chia-Li Lin, Gwo-Hshiung Tzeng (2009), “A value-created system of science (technology) park by using DEMATEL”, Expert Systems with Applications, Volume 36, Issue 6, August 2009, Pages 9683-9697 (SCI, IF: 2.908, 3.162 (5years), 2009). Semiconductor Intellectual Property Mall Chung-Wei Li, Gwo-Hshiung Tzeng, "Identification of a Threshold Value for the DEMATEL Method Using the Maximum Mean De-Entropy Algorithm to Find Critical Services Provided by a Semiconductor Intellectual Property Mall", Expert Systems with Applications, Volume 36, Issue 6, August 2009, Pages 9891-9898 (SCI, IF: 2.908, 3.162 (5-years), 2009). Banking Performance Hung-Yi Wu, Gwo-Hshiung Tzeng, Yi-Hsuan Chen (2009), “Fuzzy MCDM Approach for evaluating banking performance based on Balanced Scorecard", Expert Systems with Applications, Volume 36, Issue 6, August 2009, Pages 1013510147 (SCI, IF: 2.908, 3.162 (5-years), 2009). MCDM Methods in Practices Yu-Ping Ou Yang, How-Ming Shieh, Gwo-Hshiung Tzeng (2009), A VIKOR-Based Multiple Criteria Decision Method for Improving Information Security Risk, International Journal of Information Technology and Decision Making, Vol.8, No.2, pp. 267–287, 2009 (SCI, IF: 1.312, 2009) Decision Making on Strategic Environmental Technology Licensing Ming-Chung Chang, Jin-Li Hu and Gwo-Hshiung Tzeng (2009), Decision Making on Strategic Environmental Technology Licensing: Fixed-Fee versus Royalty Licensing Methods, International Journal or Information Technology and 21 Decision Making, Vol.8, No.3, pp.1-16 (SCI, IF: 0.953, 2008) Evaluation (Service Quality, Quality Function Deployment, Cluster Policy) Chih-Cheng Lee, Chi Chiang, Gwo-Hshiung Tzeng (2009), A non-additive model for the evaluation of portal website service quality, Journal of the Chinese Institute of Industrial Engineers, 26, 355-366 (2009). (TSSCI, EI). Chia-Chi Sun, Grace T.R. Lin, Gwo-Hshiung Tzeng (2009), “The Evaluation of Cluster Policy by Fuzzy MCDM: Empirical Evidence from HsinChu Science Park”, Expert Systems with Applications, Volume 36, Issue 9, November 2009, Pages 11895-11906 (SCI, IF: 2.908, 3.162 (5-years), 2009). Rough Set Theory and Applications Chi-Yo Huang, Gwo-Hshiung Tzeng, Chien-Chung Chan, Hong-Chun Wu (2008), Semiconductor Market Fluctuation Indicators and Rules Derivations by using the Rough Set Theory, International Journal of Innovative Computing, Information and Control, Volume 5, Number 6, June 2009, Pages 14851503 (SCI, IF: 2.791, 2008). Chien-Chung Chan, Gwo-Hshiung Tzeng (2009), Dominance-Based Rough Sets Using Indexed Blocks as Granules, Fundamenta Informaticae 94 (2009) 1–14 (DOI 10.3233/FI-2009-121, IOS Press) (selected for an additional publication in the special issue of the Fundamenta Informaticae entitled "Fundamentals of Knowledge Technology"), Science Citation Index-Expanded (SciSearch®), Zentralblatt MAT. (SCI, IF: 0.615, 0.747 (5-years)) MCDM for Energy (Alternative Fuel Vehicles) Cheng-Wei Lin, Sheng-Hung Chen, Gwo-Hshiung Tzeng (2009). Constructing a Cognition Map of Alternative Fuel Vehicles Using the DEMATEL Method, Journal of Multi-Criteria Decision Analysis, 16(1-2): 5-19 (2009). De Novo Programming James K.C. Chen, Gwo-Hshiung Tzeng (2009), Perspective strategic alliances and resource allocation in supply chain systems through the De Novo programming approach, Int. J. Sustainable Strategic Management, Vol. 1, No. 3, pp.320-339. Chung-Wei Li, Gwo-Hshiung Tzeng (2009). Identification of Interrelationship of Key Customers' Needs Based on Structural Model for Services/Capabilities Provided by a Semiconductor-Intellectual-Property Mall, Applied Mathematics and Computation, Volume 215, Issue 6, 15 November 2009, Pages 2001-2010 (SCI, IF: 1.124, 1.236 (5-years) 2009) Jing-Rung Yu, Gwo-Hshiung Tzeng (2009), Fuzzy Multiple Objective Programming in Interval Piecewise Regression Model, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. 17(3), pp.365-376. (SCI, IF: 1.000, 2008) Regression (SVM for regression, interval piecewise regression model) Chih-Hung Wu, Gwo-Hshiung Tzeng, Rong-Ho Lin (2009). A Novel hybrid genetic algorithm for kernel function and parameter optimization in support vector 22 regression. Original Research Article Expert Systems with Applications, Volume 36, Issue 3, Part 1, April 2009, Pages 4725-4735 (SCI) (SCI, IF: 2.908, 3.162 (5-years), 2009) Cutting-Edge Research Topics On Multiple Criteria Decision Making, Springer Yi-Chun Chen, Hui-Pang Lien, Gwo-Hshiung Tzeng, Lung-Shih Yang, Leon Yen (2009). Fuzzy MCDM technique for planning the environment-watershed, Communications in Computer and Information Science (CCIS) 35, 744-752. Chin Yi. Chen, Jih-Jeng Huang, Gwo-Hshiung Tzeng (2009). Nonlinear Deterministic Frontier Model Using Genetic Programming, Communications in Computer and Information Science (CCIS) 35, 753-760. Jih-Jeng Huang, Gwo-Hshiung Tzeng, Hsiang-Hsi Liu (2009). A Revised VIKOR Model for Multiple Criteria Decision Making- the Perspective of Regret Theory, Communications in Computer and Information Science (CCIS) 35, 761-768. Chia-Li Lin, Meng-Shu Hsieh and Gwo-Hshiung Tzeng (2009). A novel evaluation model for the vehicle navigation device market using hybrid MCDM techniques, Communications in Computer and Information Science (CCIS) 35, 769-779. Yu-Ping Ou Yang, How-Ming Shieh, Gwo-Hshiung Tzeng (2009). A VIKOR Technique with Applications Based on DEMATEL and ANP, Communications in Computer and Information Science (CCIS) 35, 780-788. Chung-Wei Li and Gwo-Hshiung Tzeng (2009). Identification of a Threshold Value for the DEMATEL Method: Using the Maximum Mean De-Entropy Algorithm, Communications in Computer and Information Science (CCIS) 35, 789-796. Chi-Yo Huang, Gwo-Hshiung Tzeng, Wen-Rong Ho, Hsiu-Tyan Chuang and YeouFeng Lue (2009). High Technology Service Value Maximization through an MCDM-based Innovative e-Business Model, Communications in Computer and Information Science (CCIS) 35, 797-805. James J.H. Liou and Gwo-Hshiung Tzeng (2009). Airline Maintenance Manpower Optimization from the De Novo Perspective, Communications in Computer and Information Science (CCIS) 35, 806-814. Chi-Yo Huang, Gwo-Hshiung Tzeng, Yeou-Feng Lue and Hsiu-Tyan Chuang (2009). A Novel Hybrid MADM Based Competences Set Expansions of a SOC Design Service Firm, Communications in Computer and Information Science (CCIS) 35, 715-823. Shih-Tong Lu, Cheng-Wei Lin, Gwo-Hshiung Tzeng (2009). Using consistent fuzzy preference relations to risk factors priority of metropolitan underground project, Communications in Computer and Information Science (CCIS) 35, 833839. Ying-Hsun Hung, Seng Cho T. Chou, Gwo-Hshiung Tzeng (2009). Using MCDM methods to Adopt and Assess Knowledge Management, Communications in Computer and Information Science (CCIS) 35, 841-847. MOP applications Hua-Kai Chiou, Gia-Shie Liu, Gwo-Hshiung Tzeng, and Chien-Pin Wang (2009) “Multiple Objective Compromise Optimization Method to Analyze the Strategies of Nanotechnology in Taiwan”, IEEE Computer Society, the Institute of Electrical and Electronics Engineers, DOI 10.1109/UIC-ATC.2009.69, 172-177 (EI). 23 Selection Problems Ziping Chiang and Gwo-Hshiung Tzeng (2009), “A third party logistics provider for the best selection in fuzzy dynamic decision environments”, International Journal of Fuzzy Systems, 11(1); 1-9. (SCI, IF= 1.090, 2009: EI) 2008 Resource Management (Strategic Alliance, Human Resource, Competence Sets Expansion, Knowledge Management) Mei-Fang Chen, Gwo-Hshiung Tzeng, Cherng G. Ding (2008) “Combing fuzzy AHP with MDS in identifying the preference similarity of alternatives”, Applied Soft Computing, Volume 8, Issue 1, January 2008, Pages 110-117 (SCI, IF: 1.909, 2008) Service Quality (Air Transport) James J.H. Liou, Leon Yen, Gwo-Hshiung Tzeng (2008), Building an effective safety management system for airlines, Journal of Air Transport Management, Volume 14, Issue 1, January 2008, Pages 20-26 (SSCI, IF=0.773, 2008). Technology Forecasting Chi-Yo Huang and Gwo-Hshiung Tzeng (2008). Multiple generation product life cycle predictions using a novel two-stage fuzzy piecewise regression analysis method, Technological Forecasting and Social Change, Volume 75, Issue 1, January 2008, Pages 12-31. SSCI (IF: 1.761, 2007). Vendor Selection Jiann Liang Yang, Huan Neng Chiu, Gwo-Hshiung Tzeng (2008), Vendor selection by integrated fuzzy MCDM techniques with independent and interdependent relationships, Information Sciences, Volume 178, Issue 21, 1 November 2008, Pages 4166-4183, SCI (IF: 3.095, 2008) MCDM for Finance Wen-Shiung Lee, Gwo-Hshiung Tzeng, Chen-Yi Hsu, Juan-Ming Huang (2009), Combined MCDM Techniques for Exploring Stock Selection Based on Gordon Model, Expert Systems With Applications, Volume 36, Issue 3, Part 2, April 2009, Pages 6421-6430 (SCI)(IF: 2.596, 2008). MCDM Methods in practices Yu-Ping Ou Yang, How-Ming Shieh, Jun-Der Leu, Gwo-Hshiung Tzeng (2008), A novel hybrid MCDM model combined with DEMATEL and ANP with applications, International Journal of Operations Research, 5(3), 1-9. FMOP for DEA Jing-Rung Yu, Gwo-Hshiung Tzeng, Chin-I Chiang, Her-Jiun Sheu (2007), Raw material supplier ratings in the semiconductor manufacturing industry through fuzzy multiple objectives programming to DEA, International Journal of Operations and Quantitative Management, Volume 13, Number 4, December 2007, pp. 101-111. 24 Rough Set Theory and Applications Yu-Ping Ou Yang, How-Ming Shieh, Gwo-Hshiung Tzeng, Leon Yen4, and ChienChung Chan (2008), Business Aviation Decision-Making using Rough Sets, RSCTC 2008, Springer-Verlag in the Lecture Notes on Artificial Intelligence (LNAI 5306) series. EI Rough Set Theory Chien-Chung Chan and Gwo-Hshiung Tzeng (2008), Dominance-Based Rough Sets Using Indexed Blocks as Granules, Fundamenta Informaticae (selected for an additional publication in the special issue of the Fundamenta Informaticae entitled "Fundamentals of Knowledge Technology"), Science Citation IndexExpanded (SciSearch®), Zentralblatt MAT. Chien-Chung Chan and Gwo-Hshiung Tzeng (2008), Computing Approximations of Dominance-Based Rough Sets by Bit-Vector Encodings, RSCTC 2008, SpringerVerlag in the Lecture Notes on Artificial Intelligence (LNAI 5306) series. EI Evaluation (Service Quality, Quality Function Deployment, Cluster Policy) Yu-Ting Lee, Wei-Wen Wu, Gwo-Hshiung Tzeng (2008), “An Effective DecisionMaking Method using a Combined QFD and ANP Approach”, WSEAS TRANSACTIONS ON BUSINESS AND ECONOMICS, Volume 5, No.12, pp.541-551, December 2008 (SCImago: to be announced) ISSN: 1109-9526 Indexing Acceptance Rate = (Number of Accepted Papers) / (Number of Submitted Papers) *100 = 09.69 %, http://www.worldses.org/journals/economics/economics-2008.htm 2007 (IF: based on 2005) Information Management Gwo-Hshiung Tzeng, Cheng-Hsin Chiang, Chung-Wei Li (2007), Evaluating Intertwined Effects in E-learning Programs: A Novel Hybrid MCDM Model Based on Factor Analysis and DEMATEL, Expert Systems With Applications, Volume 32, Issue 4, July 2007, Pages 1028-1044. SCI (IF: 1.177, 2007) Financial Management (Credit Scoring, Option, Portfolio Selection) Wu, Chih-Hung; Tzeng, Gwo-Hshiung; Goo, Yeong-Jia; Fang, Wen-Chang (2007), “A Real-Valued Genetic Algorithm to Optimize the Parameters of Support Vector Machine for Predicting Bankruptcy”, Expert Systems With Applications, Expert Systems with Applications, Volume 32, Issue 2, February 2007, Pages 397-408. SCI (IF: 1.177, 2007) Marketing Huang, Jih-Jeng; Tzeng, Gwo-Hshiung (2007), “Marketing Segmentation Using Support Vector Clustering”, Expert Systems With Applications, Volume 32, Issue 2, February 2007, Pages 313-317. SCI (IF: 1.177, 2007). Shyng, Jhieh-Yu; Tzeng, Gwo-Hshiung; Wang, Fan-Kuo (2007), “Rough Set Theory in Analyzing the Attributes of Combination Values for Insurance Market”, Expert Systems with Applications, Volume 32, Issue 1, January 2007, Pages 56-64. SCI (IF: 1.177, 2007) Chen-Yi Hsu, Ke-Ting Chen, Gwo-Hshiung Tzeng (2007), FMCDM with Fuzzy 25 DEMATEL Approach for Customers’ Choice Behavior Model, International Journal of Fuzzy Systems, Vol. 9, No. 4, pp.236-246. EI Emergency Logistics Management Gwo-Hshiung Tzeng, Hsin-Jung Cheng, Tsung Dow Huang, “Multi-objective Optimal Planning for Designing Relief Delivery Systems”, Transportation Research Part E: Logistics and Transportation Review, Volume 43, Issue 6, November 2007, Pages 673-686. SSCI, SCI (IF: 1.000, 2007). Resource Management (Strategic Alliance, Human Resource, Competence Sets Expansion, Knowledge Management) Mei-Tai Chu, Joseph Shyu and Gwo-Hshiung Tzeng (2007), “Comparison among three analytical methods for knowledge communities group-decision analysis”, Expert Systems with Applications, Volume 33, Issue 4, November 2007, Pages 1011-1024, SCI (IF: 1.177, 2007). Huang, Chi-Yo and Gwo-Hshiung Tzeng (2007), “Post-Merger High Technology R&D Human Resources Optimization Through the De Novo Perspective”, in: Advances in Multiple Criteria Decision Making and Human Systems Management: Knowledge and Wisdom, Edited by Young Shi, David L. Olson, Antonie Stam, IOS Press, pp.47-64. Service Quality (Air Transport) James J. H. Liou and Gwo-Hshiung Tzeng (2007), “Non-Additive Model for Evaluating Airline Service Quality”, Journal of Air Transport Management, Vol. 13, N0. 3, 2007, pp. 131-138 (SSCI, IF=0.577) James J. H. Liou, Gwo-Hshiung Tzeng and Han-Chun Chang (2007), “Airline safety measurement using a novel hybrid model”, Journal of Air Transport Management, Vol. 13, N0. 4, pp. 243-249 (SSCI, IF=0.577) James J.H. Liou, Leon Yen, Gwo-Hshiung Tzeng (2008), Building an effective safety management system for airlines, Journal of Air Transport Management, Volume 14, Issue 1, January 2008, Pages 20-26 (SSCI, IF=0.577). Innovation Policy Chi-Yo Huang and Gwo-Hshiung Tzeng, “Reconfiguring the Innovation Policy Portfolios for Taiwan's SIP Mall Industry”, Technovation, Volume 27, Issue 12, December 2007, Pages 744-765 (SCI, IF: 1.004, 2007) 2007/4/2 Technology Management Chu, Mei-Tai; Shyu, Joseph Z.; Tzeng, Gwo-Hshiung (2007), Using Non-Additive Fuzzy Integral to Assess Performances of Organization Transformation via Communities of Practice, IEEE Transactions on Engineering Management, 54(2), pp.327-339. (SSCI, SCI) (IF: 0.864) Telecommunications (Performance Evaluation, MCDM) Yang, Chyan; Fu, Guey Lan; Tzeng, Gwo Hshiung (2007), Multicriteria Analysis of 26 the Strategies to Open Taiwan’s Mobile Virtual Network Operators Services, International Journal of Information Technology and Decision Making, Vol. 6, No.1, pp.85-112. (SCI, IF= 0.818, 2006) Resource Management (Strategic Alliance, Human Resource, Competence Sets Expansion, Knowledge Management) Mei-Fang Chen, Gwo-Hshiung Tzeng, Cherng G. Ding, “Combing fuzzy AHP with MDS in identifying the preference similarity of alternatives”, Applied Soft Computing, Volume 8, Issue 1, January 2008, Pages 110-117 (SCI, IF: 1.537, 2006) Benjamin Wang, Joseph Shyu, Gwo-Hshiung Tzeng (2007), “Appraisal Model for Admitting New Tenants to the Incubation Center at ITRT”, International Journal of Innovative Computing, Information and Control, Vol.3, No.1, 2007. (SCI, IF: 0.724) Methods for MCDM Opricovic, Serafim and Tzeng, Gwo-Hshiung (2007), “Extended VIKOR Method in Comparison with Outranking Methods”, European Journal of Operational Research, Volume 178, Issue 2,16 April 2007, Pages 514-529 (SCI, SSCI, IF=1.096, 2006) Ming-Shin Kuo, Gwo-Hshiung Tzeng, Wen-Chih Huang (2007), Group Decision Making Based on Concepts of Ideal and Anti-ideal Points in Fuzzy Environment, Mathematical and Computer Modeling, Volume 45, Issues 3-4, February 2007, Pages 324-339. (SCI) (IF: 0.527, 2007) Methods for Rough Sets Fan, Tuan-Fang; Liu, Duen-Ren; Tzeng, Gwo-Hshiung (2007), Rough set-based logics for multicriteria decision analysis, European Journal of Operational Research, Volume 182, Issue 1, 1 October 2007, Pages 340-355, (SCI, SSCI, IF=1.096, 2007) 2006 (IF: based on 2006) Financial Management (Credit Scoring, Option, Portfolio Selection) Huang, Jih-Jeng; Tzeng, Gwo-Hshiung; Ong, Chorng-Shyong (2006), “Two-Stage Genetic Programming (2SGP) for the Credit Scoring Model”, Applied Mathematics and Computation. Volume 174, Issue 2, 15 March 2006, Pages 1039-1053, SCI (IF: 0.816) Huang, Jih-Jeng; Tzeng, Gwo-Hshiung, Ong, Chorng-Shyong (2006), “A Novel Algorithm for Uncertain Portfolio Selection”, Applied Mathematics and Computation. Volume 173, Issue 1, 1 February 2006, Pages 350-359, SCI (IF: 0.816) Lin, Chi-Ming; Huang, Jih-Jeng; Gen, Mitsuo; Tzeng, Gwo-Hshiung (2006), “Recurrent neural network for dynamic portfolio selection”, Applied Mathematics and Computation. Applied Mathematics and Computation, Volume 175, Issue 2, 15 April 2006, Pages 1139-1146 SCI (IF: 0.816) Resource Management (Strategic Alliance, Human Resource, Competence Sets Expansion, Knowledge Management) 27 Huang, Jih-Jeng; Ong, Chorng-Shyong; Tzeng, Gwo-Hshiung (2006). “Optimal Fuzzy Multi-Criteria Expansion of Competence Sets Using Multi-Objectives Evolutionary Algorithms”, Expert Systems with Applications. Volume 30, Issue 4, May 2006, Pages 739-745 SCI (IF: 0.957) Huang, Jih-Jeng; Tzeng, Gwo-Hshiung; Ong, Chorng-Shyong (2006). “Choosing Best Alliance Partners and Allocating Optimal Alliance Resources Using the Fuzzy Multi-Objective Dummy Programming Model”, Journal of Operational Research Society, Vol. 57(10), pp.1216-1223. (SSCI, SCI=0.597) Telecommunications (Performance Evaluation, MCDM) Tsai, Hsiang-Chih; Chen, Chun-Mei; Tzeng, Gwo-Hshiung (2006), “The Comparative Productivity Efficiency for Global Telecoms”, International Journal of Production Economics. Volume 103, Issue 2, October 2006, Pages 509-526, SCI, SSCI (IF=1.183) Technology Management Chiu, Yi-Chia; Chen, Benson; Shyu, Joseph Z. and Tzeng, Gwo-Hshiung (2006), “An Evaluation Model of New Product Launch Strategy”, Technovation Volume 26, Issue 11, November 2006, Pages 1244-1252 (Accepted) (SCI=0.589) Information Management Chou, Tzy-Yuan; Chou, Seng-cho T and Tzeng, Gwo-Hshiung (2006), “Evaluating IT/IS Investments: a Fuzzy Multi-Criteria Decision Model Approach, European Journal of Operational Research (Accepted). Volume 173, Issue 3, 16 September 2006, Pages 1026-1046 (SCI, SSCI=0.918) Supply Chain (Multiobjective Planning) Tzeng, G.-H., Tang T.-I., Hung, Y.-M. and Chang, M.-L. (2006), Multiple-objective planning for a production and distribution model of the supply chain: case of a bicycle manufacturer, Journal of Scientific & Industrial Research, Vol.65, April 2006, pp.309-320. SCI (IF: 0.232). Methods for MCDM Yu, Rachung; Tzeng, Gwo-Hshiung, “A Soft Computing Method for Multi-criteria Decision Making with Dependence and Feedback”, Applied Mathematics and Computation, Vol. 180, No. 1, pp. 63-75. SCI (IF=0.688) Methods for Rough Sets Fan, Tuan-Fang; Liu, Duen-Ren; Tzeng, Gwo-Hshiung (2006), Arrow decison logic for relational information systems, Transactions on Rough Sets V, LNCS 4100, pp. 240-262. Methods for Data Processing (Statistical and Multivariate Analysis, Data Mining, Rough Sets) Huang, Jih-Jeng; Tzeng, Gwo-Hshiung; Ong, Chorng-Shyong (2006), “A novel algorithm for dynamic factor analysis”, Applied Mathematics and Computation. Volume 175, Issue 2, 15 April 2006, Pages 1288-1297 (SCI=0.816) Huang, Jih-Jeng; Tzeng, Gwo-Hshiung; Ong, Chorng-Shyong, “Interval Multidimensional Scaling for Group Decision Using Rough Set Concept”, Expert 28 Systems with Applications, Volume 31, Issue 3, October 2006, Pages 525-530 SCI (IF: 0.957) 2005 (IF: based on 2005) Financial Management (Credit Scoring, Option, Portfolio Selection) Huang, Jih-Jeng; Ong, Chorng-Shyong; Tzeng, Gwo-Hshiung, “Building Credit Scoring Models Using Genetic Programming”, Expert Systems With Applications, Volume 29, Issue 1, July 2005, Pages 41-47. SCI (IF: 1.236) Lee, Cheng-Few; Tzeng, Gwo-Hshiung; Wang, Shin-Yun, “A New Application of Fuzzy Set Theory to the Black-Scholes Option Pricing Model, Expert Systems With Applications, Volume 29, Issue 2, August 2005, Pages 330-342. SCI (IF: 1.236) Lee, Cheng-Few; Tzeng, Gwo-Hshiung Tzeng; Wang, Shin-Yun, “A Fuzzy Set Approach to Generalize CRR model: An Empirical Analysis of S&P 500 Index Option”, Review of Quantitative Finance and Accounting, Volume 25, Number 3, November 2005, Pages:255 – 275. (Springer) [Econlit] Huang, Jih-Jeng; Ong, Chorng-Shyong; Tzeng, Gwo-Hshiung (2005). “A Novel Hybrid Model for Portfolio Selection”, Applied Mathematics and Computation. Volume 169, Issue 2, 15 October 2005, Pages 1195-1210. SCI (IF: 0.688) Resource Management (Strategic Alliance, Human Resource, Competence Sets Expansion, Knowledge Management) Ong, Chorng-Shyong, Huang, Jih-Jeng, and Tzeng, Gwo-Hshiung, “Motivation and Resource Allocation for Strategic Alliance through De Novo Perspective”, Mathematical and Computer Modeling, Volume 41, Issues 6-7, March-April 2005, Pages 711-721. (SCI=0.422) Tzeng, Gwo-Hshiung; Chang, Chun-Yen; and Lo, Mei-Chen, “The Simulation and Forecast Model for Human Resources of Semiconductor Wafer Fab Operation”, International Journal of Industrial Engineering and Management Systems, Vol.4, No.1, pp.47-53. Chen, Mei-Fang; Tzeng, Gwo-Hshiung; and Michael Tang, “Fuzzy MCDM Approach for Evaluation of Expatriate Assignments”, International Journal of Information Technology and Decision Making, Vol. 4, No. 2, pp. 1-20, 2005. SCI-Expanded Lo, Mei-Chen; Chan, Chun-Yen; Tzeng, Gwo-Hshiung; Michnik, Jerzy, “Evaluating the Information Quality of Knowledge Management for Effective e-Business Performance: Case of Electronic Industry”, International Journal of Advanced Media and Communication (Accepted) Wu, Wei-Wen; Lee, Yu-Ting, and Tzeng, Gwo-Hshiung, “Simplifying the Manager Competency Model by Using the Rough Set Approach”, in: Rough Sets, Fuzzy Sets, Data Mining, and Guanular Computing, by Dominik Slezak, JingTao Yao, James F. Peters, Wojciech Ziarko, Xiaohua Hu (Eds.), LNAI 3642 (Part II), pp.484-495, 2005. (SCI=0.302) Tzeng, Gwo-Hshiung; Chang, Chun-Yen; Lo, Mei-Chen, “MADM Approach for Effecting Information Quality of Knowledge Management”, International Journal of Information Systems for Logistics and Management, Vol. 1, No.1, pp.55-67, 2005. 29 Strategic Management (Sustainable Development, Alternative-fuel Energy, Fuel Cell) Chiou, Hua-Kai, Tzeng, Gwo-Hshiung and Cheng, Ding-Chou, “Evaluating sustainable fishing development strategies using a fuzzy MCDM approach”, OMEGA (International Journal of Management Science), Volume 33, Issue 3, June 2005, Pages 223-234. SCI, SSCI (IF: 0.648) Tzeng, Gwo-Hshiung and Lin, Cheng-Wei, Opricovic, Serafim (2005), “Multicriteria analysis of alternative-fuel buses for public transportation”, Energy Policy, Vol. 33, No. 11, pp.1373-1383, 2005. SSCI, SCI (IF: 0.958) Yuan, Benjamin J.C.; Wang, Chien-Pin; Tzeng, Gwo-Hshiung; Emerging Approach for Strategy Evaluation in Fuel Cell Development, International Journal of Technology Management, Vol. 32, No. 3/4, pp.302-338, 2005. (SSCI, SCI=0.24) Technology Management Hsu, Yeou-Geng, Shyu, Joseph Z., and Tzeng, Gwo-Hshiung “Policy Tools on the Formation of New Biotechnology Firms in Taiwan”, Technovation, Vol. 25, No. 3, Pages 281-292, 2005. (SCI=0.497) Information Management Tzeng, Gwo-Hshiung; Ou Yang, Yu-Ping; Lin, Chin-Tsai, Chen, Chie-Bein, “Hierarchical MADM with Fuzzy Integral for Evaluating Enterprise Intranet Web Sites”, Information Sciences, Volume 169, Issues 3-4, 1 February 2005, Pages 409-426. (SCI, SSCI=0.723) Yuan, Benjamin; Tzeng, Gwo-Hshiung; Kang, Tsai-Hua; Cheng, Chin-Chuan, “MADM Approach for Selecting the Consignment Performance with Cooperating the Information Service Computer Room of De-Lin Institute of Technology”, Journal of Information Management, Vol. 12, No. 1, pp. 131-148, 2005 (Chinese, Taiwan) TSSCI Marketing Chiu, Yu-Jing; Chen, Hsiao-Chi; Shyu, Joseph Z.; Tzeng, Gwo-Hshiung, “Marketing Strategy Based on Customer Behavior for the LCD-TV”, International Journal and Decision Making, Vol. 7, No.2/3, pp.143-165, 2006. Telecommunications (Performance Evaluation, MCDM) Tsai, Hsiang-Chih; Chen, Chun-Mei; Tzeng, Gwo-Hshiung, “The Comparative Productivity Efficiency for Global Telecoms”, International Journal of Production Economics. (Accepted) SCI (IF=1.008) Yang, Chyan; Fu, Guey Lan; Tzeng, Gwo Hshiung, “Creating a Win-Win in the Telecommunications Industry: The Relationship between MVNOs and MNOs in Taiwan”, Canadian Journal of Administration Sciences (Accepted) SSCI (IF=0.191) Environmental Management Yen, Ke-Chin; Gwo-Hshiung Tzeng; Lin, Jen-Jia, 2005, “Performance Standards Control Rules for Sustainable Management of Coastal Wetland by Using Grey Relation”, Journal of City and Planning, Vol. 32, No. 4, pp.421-441. TSSCI (Taiwan) Yen, Ke-Chin; Lin, Jen-Jia; Gwo-Hshiung Tzeng, 2005, “Applying Eco-planning 30 and Fuzzy AHP on the Evaluation of the Development Potentiality of Land Use in the Waterfront Environment”, Journal of Architecture and Planning, Vol.6, No.1, pp.21-42. (Taiwan) Methods for Data Processing (Statistical and Multivariate Analysis, Data Mining, Rough Sets) Huang, Jih-Jeng; Ong, Chorng-Shyong; Tzeng, Gwo-Hshiung, “Multidimensional Data in Multidimensional Scaling Using the Analytic Network Process”, Pattern Recognition Letters, Volume 26, Issue 6, 1 May 2005, Pages 755-767. SCI (IF=1.138) Huang, Jih-Jeng; Ong, Chorng-Shyong; Tzeng, Gwo-Hshiung (2005), “Model Identification of ARIMA Family Using Genetic Algorithms”, Applied Mathematics and Computation. Volume 164, Issue 3, 25 May 2005, Pages 885912. (SCI=0.688) Yu, Jing-Rung; Tzeng, Gwo-Hshiung; Li, Han-Lin, “Interval Piecewise Regression Model with Automatic Change-Point Detection by Quadratic Programming”, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Volume 13, Number 3, June 2005, pp.347-361. (SCI=0.43) Chen, Hsiao-Chi; Hu, Yi-Chung; Shyu, Joseph Z.; Tzeng, Gwo-Hshing, “Comparison Analysis of Possibility Grey Forecasting and Fuzzy Regression to the StockMarket Price in Taiwan, Journal of Information Management. Vol. 12, No. 1, pp. 195-214, 2005 (Chinese, Taiwan) TSSCI Huang, Jih-Jeng; Ong, Chorng-Shyong; Tzeng, Gwo-Hshiung (2005). “Fuzzy Principal Component Regression (FPCR) for Fuzzy Input and Output Data”, International Journal of Uncertainty and Knowledge-based Systems. Vol. 14, No. 1, 2006. (Accepted ) (SCI=0.43) Fan, Tuan-Fan; Liu, Duen-Ren; and Tzeng, Gwo-Hshiung, “Arrow Decision Logic”, in: Rough Sets, Fuzzy Sets, Data Mining, and Guanular Computing, by Dominik Slezak, Guoyin Wang, Marcin Szczuka, Ivo Duntsch, YiYu Yao (Eds.), LNAI 3641 (Part I), pp.651-659, 2005. (SCI=0.251) Chen, Hsiao-Chi; Hu, Yi-Chung; Shyu, Joseph; Tzeng, Gwo-Hshiung, “Comparing possibility grey forecasting with neural network-based fuzzy regression by an empirical study”, Journal of Grey System, Vol.8, No.2, pp.93-106, 2005. 2004 Opricovic, Serafim and Tzeng, Gwo-Hshiung (2004), Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS, European Journal of Operational Research, Volume 156, Issue 2, 16 July 2004, Pages 445-455 (SCI, SSCI=0.828) Yi-Chung Hu, Jian-Shiun Hu, Ruey-Shun Chen, Gwo-Hshiung Tzeng (2004), Assessing weights of product attributes from fuzzy knowledge in a dynamic environment, European Journal of Operational Research, Volume 154, Issue 1, 1 April 2004, Pages 125-143. (SCI, SSCI=0.828) Chiu, Yi-Chia, Shyu, Joseph Z., and Tzeng, Gwo-Hshiung, “Fuzzy MCDM for Evaluating the E-commerce Strategy”, International Journal of Computer Applications in Technology, Vol.19, No.1, pp.12-22, 2004. Hu, Yi-Chung, Tzeng, Gwo-Hshiung, and Chen, Chin-Mi, “Deriving Two Stage Learning Sequence from Knowledge in Fuzzy Sequential Pattern Mining”, 31 Information Sciences (An International Journal), Vol.159, No.1-2, pp.69-86, 2004. (SCI, SSCI=0.828) Hsieh, Ting-Ya; Lu, Shih-Tong and Tzeng, Gwo-Hshiung (2004) “Fuzzy MCDM approach for planning and design tenders selection in public office buildings” International Journal of Project Management, Volume 22, Issue 7, October 2004, Pages 573-584 (EI) Chen, Mei-Fang and Tzeng, Gwo-Hshiung, “Combining Grey Relation and TOPSIS Concepts for Selecting an Expatriate Host Country”, Mathematical and Computer Modelling, Vol. 40, No.13, pp. 1473-1490, 2004. (SCI=0.479) Cheng, Chih-Chiang, Shyu, Joseph Z., and Tzeng, Gwo-Hshiung, “The Decision / Evaluation of Civil Aeronautics Administration Public Construction Plan”, Civil Aviation Journal Quarterly, Vol. 6, No. 1, pp. 37-63, 2004 (Chinese, Taiwan). Cheng, Chih-Chiang, Tsai, Li-Min, Shyu, Joseph Z., and Tzeng, Gwo-Hshiung, “Fuzzy Heuristic Algorithm Method for Transport Route-Choice of LowRadiation Waste Junk”, Chung Hua Journal of Management, Vol. 5, No. 1, pp.41-56, 2004 (Chinese, Taiwan). Ting, Shin-Chan and Tzeng, Gwo-Hshiung, “An optimal containership slot allocation for liner shipping revenue management”, Maritime Policy and Management, Vol.31, No.2 or 3, 2004. Liu, Li-Chen, Lee, Chuan, and Tzeng, Gwo-Hshiung, “DEA Approach of the Current-period and Cross-period Efficiency for Evaluating the Vocational Education”, International Journal of Information Technology and Decision Making, Vol.3, No.2, pp.353-374, June 2004. Shuai, Jia-Jane, Tzeng, Gwo-Hshiung, and Li, Han-Lin, “The Multi-source FablessFoundry Partnership Selection Model”, International Journal of Manufacturing Technology and Management, Vol. 6, Nos.1/2, pp.137-154, 2004. Cheng, Jeo Z., Yu, Ya-Wen; Tsai, Min-Jen and Tzeng, Gwo-Hshiung, “Setting a Business Strategy to Weather the Telecommunications Industry Downturn by Using Fuzzy MCDM”, International Journal of Services Technology and Management, Vol. 5, No. 4, pp.346-361, 2004. Hsu, Chi-Sheng; Lee, Zon-Yau; Hung, Chih-Young; Shih, Chintay; Yu, Hsiao-Cheng; Tzeng, Gwo-Hshiung, “Key Factors in Performance Appraisal for R&D Organizations, Journal of Biomedical Fuzzy Systems. (Accepted) Huang, Jih-Jeng; Ong, Chorng-Shyong; Tzeng, Gwo-Hshiung, “Using Rough Set Theory for Detecting the Interaction Terms in a Generalized Logit Model”, in: Rough Sets and Current Trends in Computing, by Shusaku Tsumoto, Roman Slowinski, Jan Komorowski, Jerzy W. Grzymala-Busse (Eds.), LNAI 3066, pp.624-629, 2004. (SCI=0.251) Liu, Yi-Hsin; Tzeng, Gwo-Hshiung; Park, Dong Ho, “Set Covering Problem and the reliability of the Covers”, International Journal of Reliability and Applications, Vol. 5, No. pp.145-154, 2004. Yu, Jing-Rung; Tzeng, Yen-Chen; Tzeng, Gwo-Hshiung; Yu, Tzu Yi and Sheu, Her Jiun, , “Fuzzy Multiple Objective Programming Approach to DEA with Imprecise Data”, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 12(5), pp.591-600, 2004. (SCI=0.573). Joseph Z. Shu ; Tzeng, Gwo-Hshiung; Chen, Ren-Shuai, “ANP MCDM Approach for Site Selection of Biotechnology Park”, National Policy Quarterly, 3(4),pp.185200,2004. (Chinese, Taiwan) 32 2003 Hu, Yi-Chung, Chiu, Yu-Jing, and Tzeng, Gwo-Hshiung, “Grey Theory and Competence Sets for Multiple Criteria Project Scheduling”, Chung Yuan Management Review, Vol. 1, No. 2, pp.257-273, 2003 (Chinese, Taiwan). Hu, Yi-Chung, Chen, Ruey-Shun, Tzeng, Gwo-Hshiung, and Shieh Jia-Hourng, “A Fuzzy Data Mining Algorithm for Finding Sequential Patterns”, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Vol. 11, No. 2, pp.173-193, 2003. (SCI=0.573) Opricovic, Serafim and Tzeng, Gwo-Hshiung, “Defuzzification within a Fuzzy Multicriteria Decision Model”, International Journal of Uncertainty, Fuzziness and Knowledge-based Systems, Vol. 11, No. 5, pp.635-652, 2003. SCI Hu, Yi-Chung, Chen, Ruey-Shun, and Tzeng, Gwo-Hshiung, “Finding Fuzzy Classification Rules Using Data Mining Techniques”, Pattern Recognition Letters, Vol. 24, No. 1-3, No. 1-3, pp. 509-519, 2003. SCI Hu, Yi-Chung, Chen, Ruey-Shun, and, Tzeng, Gwo-Hshiung, “Discovering Fuzzy Association Rules Using Fuzzy Partition Methods”, Knowledge-Based Systems, Vol. 16, No. 3, pp. 137 – 147, 2003. SCI Opricovic, Serafim and Tzeng, Gwo-Hshiung “Fuzzy Multicriteria Model for PostEarthquake Land-Use Planning”, Natural Hazards Review, Vol. 4, No. 2, pp. 5964, 2003. SCI Hsu, C. S., Lee, Z.Y., Shi, C.S., Hung, C.Y., and Tzeng, G.H. “The Clustering and Performance Efficiency of ITRI’s R&D Units, Journal of Technology Management, Vol. 8, No. 2, 2003 (Chinese, Taiwan). Chen, Ting-Yu and Tzeng, Gwo-Hshiung, “Exploring the Public Attitude Using Fuzzy Integrals”, PanPacific Management Review, Vol. 6, No. 1, pp. 45-58, 2003. Hsu, Chi-Sheng, Lee, Zon-Yan, Shih, Chintary, Hung, Chih-Young, Yu, Hsiao-Cheng, and Tzeng, Gwo-Hshiung, “Application of the DEA Approach to Evaluate Management Performance of R&D Organizations in the Industrial Technology Research Institute of Taiwan”, Management Review, Vol. 22, No. 2, pp. 25-53, 2003. (Chinese, TSSCI) Hsu, Chi-Sheng, Lee, Zon-Yan, Shih, Chintary, and Tzeng, Gwo-Hshiung, “The Clustering and Performance Efficiency of ITRI’s R&D Units”, Journal of Technology Management, Vol.8, No. 2 (Chinese, Forthcoming) Chang, Shih-Chi, Hu, Douglas, Yu, Hsiao-Cheng, and Tzeng, Gwo-Hshiung, “A Performance Evaluation of Taiwan’s Distributors of Electronic Components: Using the DEA Approach”, Management Research, Vol. 3, No. 1, 2003 (Chinese, Taiwan) Shee, Daniel Y., Tzeng, Gwo-Hshiung and Tang, Michael T., “AHP, Fuzzy Measure and Fuzzy Integral Approaches for the Appraisal of Information Service Providers in Taiwan”, Journal of Global Information Technology Management, Vol. 6, No. 1, pp. 8-30, 2003. Hu, Yi-Chung and Tzeng, Gwo-Hshiung, “Elicitation Of Classification Rules by Fuzzy Data Mining”, Engineering Applications of Artificial Intelligence, Vol.16, No. 7-8, pp. 709-716, 2003. SCI Ting, Shin-Chan and Tzeng, Gwo-Hshiung, “Ship Scheduling and Cost Analysis for 33 Route Planning in Liner Shipping”, Maritime Economics & Logistics, Vol. 5, No. 4 (Forthcoming) Ting, Shin-Chan and Tzeng, Gwo-Hshiung, “Ship Scheduling and service network integration for liner shipping companies and strategic alliances”, Journal of Eastern Asia Society for Transportation Studies, Vol.5, pp. 765-777, 2003. Chu, Po-Young, Tzeng, Gwo-Hshiung, and Teng, Mei-Jane, “A Multivariate Analysis of the Relationship Among Market Share, Growth and Profitability— The Case of the Science-Based Industrial Park”, Yat-Sen Management Review, (Accepted, May 14, 2003. Chinese) TSSCI Lu, Shih-Tong; Hsieh, Ting-Ya; Tzeng ,Gwo-Hshiung, “Fuzzy MCDM Approach for Planning and Design Tenders Selection in Public Office Buildings”, International Journal of Project Management (Accepted, July 16, 2003) EI Hsu, Yeou-Geng, Tzeng, Gwo-Hshiung, and Shyu, Joseph Z., “Fuzzy Multiple Criteria Selection of Government-Sponsored Frontier Technology R&D Projects”, R&D Management, Vol. 33, No. 5, pp. 539-551, 2003. SSCI Yang, Yeou-Herng, Lee, Zon-Yau, Hung, Chih-Young, and Tzeng, Gwo-Hshiung, “Fuzzy MCDM Approach for Analyzing the Best Mobilization Timing of Taiwan”, Journal of Defense Management, Vol.24, No.1, pp. 27-44, 2003. (Chinese, Taiwan) Chen, Peng-Ting, Lee, Zon-Yau, Yu, Hsiao-Cheng, and Tzeng, Gwo-Hshiung, “Analysis of the Theoretical Basis and Practical Applicability of a College Teacher’s Achievement Evalution Model: The Case Study of a National University in Hsinchu”, Bulletin of Educational Research, Vol. 49, No. 4, pp. 191-218, 2003 (Chinese, Taiwan). TSSCI Cheng, Hsin-Jung and Tzeng, Gwo-Hshiung, “Multiobjective Planning for Relief Distribution Systems”, Transportation Planning Journal, Vol. 32, No. 3, pp. 561-580, 2003. TSSCI Hu, Yi-Chung, Chen, Ruey-Shun, Tzeng, Gwo-Hshiung, and Chiu, Yi-Jing “Acquisition of Compound Skills and Learning Costs for Expanding Competence Sets”, Computers and Mathematics with Applications. Vol. 46, No. 5-6, pp. 831-848, 2003. SCI Tzeng, Gwo-Hshiung, “Multiple Objective Decision Making in Past, Present, and Future”, Multi-Objective Programming and Goal-Programming: Theory and Applications, by Tanino, T., Tanaka, T. and Inuiguchi, M. (eds), Springer, pp. 65-76, 2003. Chiou, Hua-Kai and Tzeng, Gwo-Hshiung, “An Extended Approach of Multicriteria Optimization for MODM Problems”, Multi-Objective Programming and GoalProgramming: Theory and Applications, by Tanino, T., Tanaka, T. and Inuiguchi, M. (eds), Springer, pp. 111-116, 2003. Opricovic, Serifam and Tzeng, Gwo-Hshiung, “Multicriteria Expansion of a Competence Set Using Genetic Algorithm”, Multi-Objective Programming and Goal-Programming: Theory and Applications, by Tanino, T., Tanaka, T. and Inuiguchi, M. (eds), Springer, pp. 221-226, 2003. Opricovic, Serifam and Tzeng, Gwo-Hshiung, “Comparing DEA and MCDM Method”, Multi-Objective Programming and Goal-Programming: Theory and Applications, by Tanino, T., Tanaka, T. and Inuiguchi, M. (eds), Springer, pp. 227-232, 2003. Hu, Yi-Chung, Chiu, Yu-Jing, Chen, Chin-Mi, and Tzeng, Gwo-Hshiung, “Competence Set Expansion for Obtaining Scheduling Plans in Intelligent 34 Transportation Security Systems”, Multi-Objective Programming and GoalProgramming: Theory and Applications, by Tanino, T., Tanaka, T. and Inuiguchi, M. (eds), Springer, pp. 347-352, 2003. Liu, Li-Chen, Lee, Chuan, and Tzeng, Gwo-Hshiung, “DEA for Evaluating the Current-period and Cross-period Efficiency of Taiwan’s Upgraded Technical Institutes”, Multi-Objective Programming and Goal-Programming: Theory and Applications, by Tanino, T., Tanaka, T. and Inuiguchi, M. (eds), Springer, pp. 353-360, 2003. Liu, Li-Chen, Lee, Chuan, and Tzeng, Gwo-Hshiung, “Using DEA of REM and EAM for Efficiency Assessment of Technology Institutes Upgraded from Junior Colleges: The Case in Taiwan”, Multi-Objective Programming and GoalProgramming: Theory and Applications, by Tanino, T., Tanaka, T. and Inuiguchi, M. (eds), Springer, pp. 361-366, 2003. 2002 Hu, Yi-Chung, Chen, Ruey-Shun, Hsu, Yen-Tseng, and Tzeng, Gwo-Hshiung, “Grey Self-Organizing Feature Maps”, Neurocomputing, Vol. 48, No. 4, pp. 863-877, 2002. SCI Tseng, Fang-Mei, Yu, Hsiao-Cheng, and Tzeng, Gwo-Hshiung, “Combining neural network model with seasonal time series ARIMA model”, Technological Forecasting and Social Change, Vol. 69, No. 1, pp. 71-87, 2002. SSCI Hu, Yi-Chung and Tzeng, Gwo-Hshiung, “Mining Fuzzy Association Rule for Classification Problems”, Computers & Industrial Engineering, Vol. 43, No. 4, pp. 735-750, 2002. SCI Tseng, Fang-Mei and Tzeng, Gwo-Hshiung, “Fuzzy Seasonal ARIMA Model for Forecasting”, Fuzzy Sets and Systems, Vol. 126, No. 3, pp. 367-376, 2002. SCI Opricovic, Serafim and Tzeng, Gwo-Hshiung, “Multicriteria Planning of PostEarthquake Sustainable Reconstruction, Computer-Aided Civil and Infrastructure Engineering, Vol. 17, No. 3, pp. 211-220, 2002. SCI, EI Chen, Ting-Yu, Chang, Hsin-Li, and Tzeng, Gwo-Hshiung, “Using Fuzzy Measure and Habitual Domains to Analyze the Public Attitude and Apply to the Gas Taxi Policy”, European Journal of Operational Research, Vol. 137, No. 2, pp. 145161, 2002. SCI Chiou, Hua-Kai and Tzeng, Gwo-Hshiung, “Fuzzy Multiple-Criteria DecisionMaking Approach for Industrial Green Engineering”, Environmental Management, Vol. 30, No. 6, pp. 816-830, 2002. SCI, SSCI Chen, Yuh-Wen and Tzeng, Gwo-Hshiung, “Fuzzy Multi-objective Combinatorial Optimization Model for Reconstructing Post-quake Road-network through Revised Genetic Algorithm”, Fuzzy sets and Systems, (revised) SCI Shee, Daniel Y, and Tzeng, Gwo-Hshiung, “The Key Dimensions of Criteria For the Evaluation of ISPs: An Exploratory Study, The Journal of Computer Information System, Vol. 42, No. 4, pp. 112-121, 2002. SCI, SSCI Wu, Kun-Hui and Tzeng, Gwo-Hshing, “The Application of Possibility Grey Forecasting to Stock-Market Price in Taiwan”, Journal of the Chinese Grey System Association, Vol. 5, No.1, pp. 7-16, 2002 (Chinese). Tzeng, Gwo-Hshiung, Tsaur, Sheng-Hshiung, Laiw, Yiou-Dong, and Serafim Opricovic, “Multicriteria Analysis of Environmental Quality in Taipei: Public Preferences and Improvement Strategies”, Journal of Environmental 35 Management, Vol. 65, No. 2, pp. 109-120, 2002. SSCI, SCI Tang, Tzeng-I, Shee, Daniel Y., and Tzeng, Gwo-Hshiung, “An MCDM Framework for Assessing ISPs: The Fuzzy Synthesis decisions of Additive and Non-Additive Measurements”, Journal of Information Management, Vol.8, No.2, pp. 175192, 2002. (TSSCI) Tzeng, Gwo-Hshiung, Teng, Mei-Hwa, Chen, June-Jye, and Opricovic Serafim, “Multicriteria Selection for a Restaurant Location in Taipei”, International Journal of Hospitality Management, Vol. 21, No. 2, pp. 171-187, 2002. SSCI Hu, Yi-Chung, Chen, Ruey-Shun, and, Tzeng, Gwo-Hshiung, “Generating Learning Sequences for Decision Makers Through Data Mining and Competence Set Expansion”, IEEE Transactions on Systems, Man and Cybernetics (Part B), Vol. 32, No. 5, pp. 679-686, 2002. SCI Wu, I-Chin, Liu, Duen-Ren, and Tzeng, Gwo-Hshiung, “Application of AHP Method and Grey Relation Model to the Evaluation of Portal Sites Performance”, Journal of the Chinese Grey System Association, Vol. 5, No.1, pp. 41-54. 2002 (Chinese). Tzeng, Gwo-Hshiung, Chang, Jia-Ruey, Lin, Jyh-Dong, and Hung, Ching-Tsung, “Nonadditive Grey Relation Model for the Evaluation of Flexible Pavement Condition”, International Journal of Fuzzy Systems, Vol. 4, No. 2, pp. 715-724, 2002. Tzeng, Gwo-Hshiung, Jen, William, and Hu, Kai-Chieh, “Fuzzy Factor Analysis for Selecting Service Quality Factors: A case of the Service Quality of City Bus Service”, International Journal of Fuzzy Systems, Vol. 4, No. 4, pp. 911-921, 2002. Hu, Yi-Chung, Chen, Ruey-Shun, and Tzeng, Gwo-Hshiung, “An Effective Learning Algorithm for Discovering Fuzzy Sequential Patterns”, International Journal Uncertainty, Fuzziness and Knowledge-Based Systems. (#01F61 Accepted, July 31, 2002) SCI Hu, Yi-Chung, Chiu, Yu-Jing, Hu, Jian-Shiun, Tzeng, Gwo-Hshiung, and Huang, Yun-Shan, “Acquisitions of Learning Costs for Expanding Competence Sets Using Grey Relations and Neural Networks”, Journal of The Chinese Grey System Association, Vol. 5, No. 2, pp. 75-82, 2002. (Chinese) Hsu, Chih-Fu and Tzeng, Gwo-Hshiung, “Evaluation Analysis for Taiwan Agriculture Productivity: An Application of DEA Method, Journal of the Land Bank of Taiwan, Vol. 39, No.2, pp. 139-157, 2002. (Chinese) 2001 Tzeng, Gwo-Hshiung; Feng, Gheng-Min and Kang, Chao-chung, “The Fuzzy Set Theory and DEA Model for Forecasting Production Efficiency: Case Study for Taipei City Bus Company,” Journal of Advance Computational Intelligences, Vol. 5, No. 3, pp. 128-138, 2001. Tseng, Yu-Heng, Durbin, Paul, and Tzeng , Gwo-Hshiung, “Using A Fuzzy Piecewise Regression to Predict the Nonlinear Time-series of Turbulent Flows With Automatic Change-Point Dection”, Flow, Turbulence and Combustion (an international journal) Vol. 67, No.2, 81-106, 2001. SCI Yu, Jing-Rung, Tzeng, Gwo-Hshiung, and Li, Han-Lin, “General Fuzzy Piecewise Regression Analysis with Automatic Change-Point Detection”, Fuzzy Sets and Systems, Vol. 119, No. 2, pp. 247-257, 2001. SCI Chen, Yuh-Wen and Tzeng, Gwo-Hshiung, “Using Fuzzy Integral for Evaluating 36 Subjectively Perceived Travel Costs in a Traffic Assignment Model”, European Journal of Operational Research, Vol.130, No.3, pp. 653-664, 2001. SCI, SSCI Chen, Ting-Yu, Chang, Hsin-Li, and Tzeng, Gwo-Hshiung, “Using a Weightassessing Model to Identify Route Choice Criteria and Information Effects”, Transportation Research, Part A Vol. 35, No.3, pp. 197-224, 2001. SCI, SSCI Chen, Ting-Yu, Chang, Chi-Chiao, and Tzeng, Gwo-Hshiung, “Applying Fuzzy Measures to Establish Priority-Setting Procedures for the Pavement Management System”, PanPacific Management Review, Vol. 4, No. 1, pp. 23-33, 2001. Tseng, Fang-Mei, Tzeng, Gwo-Hshiung, Yuan, Benjamin J. C., and Yu, HsiaoCheng D, “Fuzzy ARIMA Model for Forecasting the Foreign Exchange Market”, Fuzzy sets and Systems, Vol. 118, No. 1, pp. 9-19, 2001. SCI Tseng, Fang-Mei, Yu, Hsiao-Cheng, and Tzeng, Gwo-Hshiung, “Applied Hybrid Grey Model to Forecast Seasonal Time Series”, Technological Forecasting and Social Change (An International Journal), Vol. 67, No. 2, pp. 291-302, 2001. SSCI Hu, Yi-Chung, Tzeng, Gwo-Hshiung, Hsu, Yen-Tseng, and Chen, Ruey-Shun, “Using Learning Algorithm to Find the Developing Coefficient and Control Variable of GM(1,1) Model”, Journal of The Chinese Grey System Association (Accepted). (Chinese, Taiwan) Shing, Tai-Ping, Tzeng, Gwo-Hshiung, and Yeh, Sandy Yu-Lan, “Building an Accessing Efficiency Model of Criminal Investigation and Crime Prevention Based on the Index of Subjectivity and Objectivity: An Application of Data Envelopment Analysis (DEA)”, Police Science Quarterly, Vol. 31, No. 6, pp. 175-198, 2001. (Chinese, Taiwan). Hwang, Ming-Jiu, Chiang, Chin-I, Chiu, I-Cheng, and Tzeng, Gwo-Hshiung, “Multistages Optimal Expansion of Competence Sets in Fuzzy Environment”, International Journal of Fuzzy Sets, Vol. 3, No. 3, pp. 486-492, 2001. Chiou, Hua-Kai and Tzeng, Gwo-Hshiung, “Fuzzy Hierarchical Evaluation with Grey Relation Model of Green Engineering for Industry”, International Journal of Fuzzy Systems, Vol. 3, No. 3, pp. 466-475, 2001. Liu, Li-Chen, Lee, Chuan, and Tzeng, Gwo-Hshiung, “Hierarchical Fuzzy Integral Evaluation Approach for Vocational Education Performance: Case of Junior Colleges in Taiwan”, International Journal of Fuzzy Sets, Vol. 3, No. 3, pp.476485, 2001. Tzeng, Gwo-Hshiung and Lee, Meng-Yu., “Intellectual Capital in the Information Industry”, Chang, Chun-Yen. and Yu, Po-Lung. (eds) “Made by Taiwan: Booming in the Information Technology Era”, World Science Publishing Company, pp. 298-344, 2001. Tzeng, Gwo-Hshiung, Hsieh, Ting-Ya, and Lu, Shih-Tong, “Application of Fuzzy Multiple Criteria Decision Making For Public Architecture Planning and Design Project Selection”, Journal of Architecture (Taiwan) (Accepted). 2000 Lou, Pang-Ju and Tzeng, Gwo-Hshiung, “Application of Fuzzy Multiple Criteria Decision Approach to Industrial Location Decision Making”, Reports of Geographical Studies, No. 13, pp. 1267-140, May 2000 Chen, Ting-Yu, Wang, Jih-Chang, and Tzeng, Gwo-Hshiung, “Identification of General Fuzzy Measures by Genetic Algorithms Based on Partial Information”, 37 IEEE Transactions on Systems, Man, and Cybernetics Part B: Cybernetics, Vol. 30B, No. 4, pp. 517-528 2000. SCI Chiang, Chin-I and Tzeng, Gwo-Hshiung, “A Multiple Objective Programming Approach to Data Envelopment Analysis”, Shi, Y. and Zeleny, M. (eds) “New Frontiers of Decision Making for the Information Technology Era”, World Science Publishing Company, pp. 270-285, 2000. Tzeng, Gwo-Hshiung and Lin, Cheng-Wei, “Evaluation on New Substitute Fuel Mode of Bus Vehicle for Suitable Urban Public Transportation”, Transportation Planning Journal, Vol. 29, No. 3, pp. 665-692, 2000. (Chinese) TSSCI Chiang, Chin-I and Tzeng, Gwo-Hshiung, “A New Efficiency Measure for DEA: Efficiency Achievement Measure Established on Fuzzy Multiple Objectives Programming”, Journal of Management, Vol. 17, No. 2, pp. 369-388, 2000. (Chinese, Taiwain) TSSCI Tseng, Fang-Mei, Yu, Hsiao-Cheng, and Tzeng, Gwo-Hshiung, “Combing Neural Network with Seasonal Time Series ARIMA Model”, Technological Forecasting and Social Change, An International Journal (L-2351, Accepted). SSCI Chen, Yuh-Wen and and Tzeng, Gwo-Hshiung, “Fuzzy Multi-objective Approach to the Supply Chain Model”, International Journal of Fuzzy Systems, Vol. 1, No, 3, pp. 220-227, 2000. Shee, Daniel Y., Tang, Michael T. and Tzeng, Gwo-Hshiung, “Modelling the Supply-Demand Interaction in Electronic Commerce: A Bi-level Programming Approach”, Journal of Electronic Commerce Research, Vol.1, No.2, pp. 2000. Chiang, Chin-I, Li, Jian Ming, Tzeng, Gwo-Hshiung, and Yu, Po Lung, “A Revised Minimum Spanning Table Method for Optimal Expansion of Competence Sets”, PP. 238-247, in Research and Practice in Multiple Criteria Decision Making, Yacoc Y. Haimes and Ralph E. Steuer (Eds.), LNEMS 487 Springer. SCI, SSCI Tzeng, Gwo-Hshiung, Chen, Yuh-Wen, and Lin Chien-Yuan, “Fuzzy Multiobjective Reconstruction Plan for Post-Earthquake Road-Network by Genetic Algorithm”, pp. 510-529, in Research and Practice in Multiple Criteria Decision Making, Yacoc Y. Haimes and Ralph E. Steuer (Eds.), LNEMS 487 Springer. SCI, SSCI Lou, Pang-Ju and Tzeng, Gwo-Hshiung, “Application of Fuzzy Multiple Criteria Decision Approach to Industrial Location Decision Making”, Reports of Geographical Studies, No. 13, pp. 1267-140, 2000. Chen, Ting-Yu and Tzeng, Gwo-Hshiung, “Reducing the Amount of Information Necessary to Compute Fuzzy Measures Used in Multiattribute Decision Making”, Journal of Management, Vol. 17, No. 3, pp. 483-514, 2000. (Chinese, Taiwan). TSSCI Opricovic, Serafim and Tzeng, Gwo-Hshiung, “Fuzzy Multicriteria Model for PostEarthquake Land-use”, International Journal of Environmental Management and Health (Accepted for publishing in special issue “Environmental Management Techniques for Sustainable Development).SSCI— v.s. p. 4 Lee, Chuan, Liu, Li-Chen, and Tzeng, Gwo-Hshiung, “Multi-criteria Evaluation of the Schooling Efficiency for Promoting Outstanding Junior Colleges to Technological Institutes”, Journal of The Chinese Grey System Vol.3, No.2, pp. 95-113, 2000. (Chinese, Taiwan) 1999 38 Yu, Jing-Rung, Tzeng, Gwo-Hshiung, and Li, Han-Lin, “A General Piecewise Necessity Regression Analysis Based on Linear Programming”, Fuzzy Sets and Systems, Vol. 105, No. 2, pp. 429-436, 1999. SCI Tseng, Fang-Mei, Tzeng, Gwo-Hshiung, and Yu, Hsiao-Cheng, “Fuzzy Seasonal Time Series for Forecasting the Production Value of Mechanical Industry in Taiwan”, Technological Forecasting and Social Change, An International Journal, Vol. 60, No. 3, pp. 263-273, 1999. SSCI Chiu, Yi-Chang and Tzeng, Gwo-Hshiung, “The Market Acceptance of Electric Motorcycles in Taiwan: Experience through a Stated Preference Analysis”, Transportation Research, Vol. 4D, No.2, pp.127-146, 1999. SSCI Tzeng, Gwo-Hshiung and Chen, Yuh-Wen, “The Optimal Location of Airport Firestations: A Fuzzy Multi-objective Programming through Revised Genetic Algorithm”, Transportation Planning and Technology, Vol. 23, No. 1, pp. 3755, 1999. SCI Chen, Yuh-Wen and Tzeng, Gwo-Hshiung, “A Fuzzy Multi-objective Model for Reconstructing Post-earthquake Road-network by Genetic Algorithm”, International Journal of Fuzzy Systems, Vol. 1, No. 2, pp. 85-95, 1999. Tseng, Fang-Mei and Tzeng, Gwo-Hshiung, “Forecast Seasonal Time Series by Comparing Five Kinds of Hybrid Grey Models”, Journal of The Chinese Fuzzy Systems Association, Vol. 5, No. 2, pp. 45-55, 1999. Tang, Michael T., Tzeng, Gwo-Hshiung, and Wang, Shinn-Wen, “A Hierarchy Fuzzy MCDM Method for Studying Electronic Marketing Strategies in the Information Service Industry”, Journal of International Information Management, Vol. 8, No.1, pp. 1-22, 1999. SSCI Chen, Ting-Yu, Tzeng, Gwo-Hshiung, and Wang, Jin-Chang, “Dynamic Analysis of Importance-Assessing for Evaluation Criteria Using Habitual Domain, Journal of Management, Vol. 16, No. 2, pp. 255-283, 1999. (Chinese, Taiwan) TSSCI Tseng, Fang-Mei and Tzeng, Gwo-Hshiung, “The Comparison of Four Kinds of Prediction Methods: ARIMA, Fuzzy Time Series, Fuzzy Regression Time Series and Grey Forecasting: am Example of the Production Value Forecast of Mechanical Industry in Taiwan”, Journal of The Chinese Grey System Association, Vol. 2, No. 2, pp. 83-98, 1999. (Chinese, Taiwan) Opricovic, S., Tzeng, G. H. and Djordjevic, B. “A Comparative Analysis of the DEA and VIKOR Methods”, Submitted (May 25, 1999) to the Journal “International Transactions Operational Research”, Vol. 7 (Guest Editor Theo Stewart) Tzeng, Gwo-Hshiung, Feng, Gheng-Min, and Kang, Chao-chung, “The Fuzzy Set Theory and DEA Model for Forecasting Production Efficiency: Case Study for Taipei City Bus Company”, Fuzzy Sets and Systems, Pap. No: 98215 (revised). 1998 Tzeng, Gwo-Hshiung and Teng, June-Yuan, “Transportation Investment Project Selection Using Fuzzy Multiobjective Programming”, Fuzzy Sets and Systems, Vol. 96, pp. 259-280, 1998. SCI Tzeng, Gwo-Hshiung and Chen, June-Jye, “Developing Taipei Motorcycle Driving Cycle for Emissions and Fuel Economy”, Transportation Research Part D (an international journal), Vol. 3D, No. 1, pp. 19-27, 1998. SSCI Tzeng, Gwo-Hshiung; Chen, Ting-Yu, and Wang, Jih-Chang, “A Weight-Assessing 39 Method with Habitual Domains”, European Journal of Operational Research, Vol. 110, pp. 342-367, 1998. SCI Tzeng, Gwo-Hshiung and Chen, Yuh-Wen, “Implementating an Effective Schedule for Reconstructing Post-earthquake Road-network Based on Asymetric Traffic Assignment: An Application of Genetic Algorithm”, International Journals of Operations and Quantitative Management, Vol. 4, No.3, pp. 229-246, 1998. Tang, Michael T. and Tzeng, Gwo-Hshiung, “Fuzzy MCDM Model for Pricing Strategies in the Internet Environment”, Journal of Commercial Modernization, Vol. 1, No. 1, pp. 19-34, 1998. Tzeng, Gwo-Hshiung, Shiah, Jye-Yuh, and Chiang, Chin-I, “Application of De Novo Programming to Land-use Plans of Theory of Chiao Tung University”, Journal of City and Planning, Vol. 25, No. 1, pp. 93-105, 1998. TSSCI Tzeng, Gwo-Hshiung and Chiang, Chin-I, “Applying Possibility Regression to Grey Model”. Journal of the Chinese Grey System Association, Vol. 1, No. 1, pp. 19-31, 1998. Tzeng, Gwo-Hshiung, Hwang, Ming-Jiu, and Yeh, Wen-Chir, “Multiobjective Planning for Integrated Land-Use and Outsideallied Transportation Systems in Recreation Area”. Journal of Management, Vol. 15, No. 1, pp. 133-161, 1998. TSSCI Tzeng, Gwo-Hshiung, Chang, Ssu-Li, Wang, Jih-Chang, Hwang, Ming-Jiu, Yu, GwoChiang, and Juang, Ming-Chyr, “Application of Fuzzy Multiobjective Programming to Economic-Energy-Environment Model”, Journal of Management, Vol. 15, No. 4, pp. 683-707, 1998. TSSCI Chen, Ting-Yu and Tzeng, Gwo-Hshiung, “Reducing Information Demand of General Fuzzy Measures for Multiple Attribute Decision Making”, IEEE Transactions on Systems, Man, and Cybernetics, (Revised; SMC 097-06-0663). Chen, Ting-Yu, Chang, Hsin-Li, and Tzeng, Gwo-Hshiung, “Applying General Fuzzy Measures to Establish Priority-Setting Procedures for Flexible Pavement Rehabilitation”, Submitted to Journal of Transportation Engineering, ASCE, (April 22, 1998, the manuscript number: 018147-TE). Tzeng, Gwo-Hshiung, Hwang Ming-Jiu, and Liu, Yi-Hsin, “Dynamic Optimal Expansion for Fuzzy Competence Sets of Multistage-Multiobjective Planning”, (Submitted to Operations Research). Tseng, Fang-Mei, Tzeng, Gwo-Hshiung, and Yu, Hsiao-Cheng, “Combining Neural Network with Seasonal Time Series ARIMA Model to Forecast the Total Production Value of Taiwan Mechanical Industry”. (Submitted to International Journal of Forecasting, ref: 3663) 1997 Tzeng, Gwo-Hshiung and Hwang, Wen-Chang, “The Spatial and Temporal Bi-criteria Parallel Savings Based Heuristic Algorithm for Vehicle Routing Problem with Time Windows”, Transportation Planning and Technology, Vol. 20, No. 2, pp. 163-181, 1997. SCI Tzeng, Gwo-Hshiung and Tsaur, Sheng-Hshiung, “Application of Multiple criteria decision Making for Network Improvement Plan Model”, Journal of Advanced Transportation, Vol. 31, No.1, pp. 49-74, 1997. SCI Tzeng, Gwo-Hshiung and Chen, June-Jye, “Developing Taipei Automobile Driving Cycles for Emissions”, Energy & Environment, Vol. 8, No. 3, pp. 227-238, 1997. 40 SCI Tsaur, Sheng-Hshiung, Tzeng, Gwo-Hshiung, and Wang, Gwo-Chin, “The Application of AHP and Fuzzy MCDM on the Evaluation Study of Tourist Risk”, Annals of Tourism Research, Vol. 24, No. 4, pp. 796-812, 1997. SSCI Tsaur, Sheng-Hshiung, Tzeng, Gwo-Hshiung, and Chang, Te-Yi, “Travel Agency Organization Buying Behavior- An Application of Logit Model”, Journal of Management and Systems, Vol. 4, No 2, pp. 127-146, 1997. TSSCI Tzeng, Gwo-Hshiung, Chen, June-Jye, and Teng, Jin-Di, “Evaluation and Selection of Suitable Battery for Electrics Motorcycle in Taiwan-Application of Fuzzy Multiple Attribute Decision Making”, Journal of the Chinese Institute of Industrial Engineers. Vol. 14, No. 3, pp. 319-331, 1997. TSSCI Tzeng, Gwo-Hshiung, Chiou, Yu-Chiun, and Sheu, Shu-Ken, “A Comparison of Genetic and Stepwise Algorithms For Optimal Sites of Mainline Barrier-Type Toll Station”. Journal of the Chinese Institute of Civil and Hydraulic Engineering, Vol. 9, No. 1, pp. 171-178, 1997. Tzeng, Gwo-Hshiung, Chiu, Yi-Chang, and Chen, June-Jye, “Integrated Model of Fuzzy Stated Preference”, Journal of The Chinese Fuzzy Systems Association, Vol. 2, No. 3, pp. 39-51, 1997. Tzeng, Gwo-Hshiung and Lin, Jen-Jia, “Application of TOPSIS Multiobjective Programming Approach to Fire Station Location in Tanhai New Town”, Journal of City and Planning, Vol. 24, No. 1, pp. 81-98, 1997. TSSCI Tzeng, Gwo-Hshiung, Cho, Hsun-Jung, Jou, Yow-Jen, and Chiang, Chin-I, “Estimation of Dynamic O-D Flows from Dynamic Traffic Counts”, Transportation Planning Journal, Vol. 26, No. 4, pp. 615-638, 1997. TSSCI Chen, Yuh-Wen, Tzeng, Gwo-Hshiung, and Lou, Pang-Ju, “Fuzzy Multi-Objectives Facility Location Planning: A Case Study of C.K.S. International Airport in Taiwan”, The Chinese Public Administration Review, Vol. 6, No. 2, pp. 17-42, 1997. Tzeng, Gwo-Hshiung; Hwang, Ming-Jiu; Liu, Yi-Hsin , “Dynamic Optimal Expansion for Fuzzy Competence Sets of Multistage-Multi-Objective Planning” Pan Pacific Management Review, Vol. 1, No. 1. pp.55-70, 1997. 1996 Tzeng, Gwo-Hshiung, Chiang, Chin-I, and Hwang, Ming-Jiu, Journal of the Chinese Institute of Environment Engineering, Vol.6, No.1, pp.99-105, 1996. Tzeng, Gwo-Hshiung, Teodorovic, Dusan, and Hwang, Ming-Jiu, “Fuzzy Bicriteria Multi-Index Transportation Problems for Coal Allocation Planning of Taipower”, European Journal of Operational Research, Vol. 95, No. 1, pp. 62-72, 1996. SCI Tzeng, Gwo-Hshiung, Chen, June-Jye, and Yen, Yung-Kun, “The Strategic Model of Multicriteria Decision Making for Managing the Quality of the Environment in Metropolitan Taipei”, Asian Journal of Environmental Management, Vol. 4, No. 1, pp. 41-52, 1996. SCI Tsaur, Sheng-Hshiung and Tzeng, Gwo-Hshiung, “Multiattribute Decision Making Analysis for Customer Preference of Tourist Hotels”, Journal of Travel and Tourism Marketing, Vol. 4, No. 4, pp. 55-69, 1996. SCI Teng, June-Yuan and Tzeng, Gwo-Hshiung, “Fuzzy Multicriteria Ranking of Urban Transportation Investment Alternatives”, Transportation Planning and Technology, Vol. 20, No. 1, pp. 15-31, 1996. SCI 41 Teng, Junn-Yuan and Tzeng, Gwo-Hshiung, “A Multiobjective Programming Approach for Selecting Non-independent Transportation Investment Alternatives”, Transportation Research Part B, Vol. 30B, No. 4, pp. 291-307, 1996. SCI Tzeng, Gwo-Hshiung and Kuo, Jen-Swei, “Fuzzy Multiobjective-Double Sampling Plans with Genetic Algorithms Based on Bayesian Model”, Journal of The Chinese Fuzzy Systems Association ,Vol. 2, No. 2, pp. 57-74, 1996. Tzeng, Gwo-Hshiung and Hu, Yi-Chen, “The Section of Bus System Operation and Service Performance Indicators-Application of Grey Relation Analysis”, Journal of The Chinese Fuzzy Systems Association, Vol. 2, No. 1, pp. 73-82, 1996. Tsaut, Sheng-Hshiung, Tzeng, Gwo-Hshiung, and Chiang, Chin-I, “The Comparison of Four Kinds of Prediction Methods: Traditional Econometic Regression, Fuzzy Linear Regression, GMDH, and Atrifical Neural Network-An Example of the Demand Forecast of the Taiwanese Tourists to Hong Kong”, Journal of Chinese Statistical Association, Vol. 34, No. 2, pp. 132-161, 1996. Tzeng, Gwo-Hshiung, Wng, Jih-Chang, and Hwang, Ming-Jiu, “Using Genetic Algorithms and the Template Path Concept to Solve the Traveling Salesman Problem”, Transportation Planning Journal, Vol. 25, No. 3, pp. 493-516, 1996. TSSCI Hwang, Ming-Jiu; Tzeng, Gwo-Hshiung, and Liu, Yi-Hsin, “A Dynamic Model for Optimal Expansion of Multistage Competence Sets”, Journal of Management, Vol. 14, No. 1, pp. 115-133, 1996. TSSCI International Book G. H. Tzeng, H. F. Wang, U. P. Wen, P. L. Yu (Editors) Multiple Criteria Decision Making, Springer-Verlag, 1994 B. Conference Papers International Parts 2013 Ming-Tsang Lu, Gwo-Hshiung Tzeng, Kua-Hsin Peng, Shu-Kung Hu, “Evaluating Mobile Learning Adoption in Higher Education based on New Hybrid MCDM Models”, 5th International Conference on Computer Supported Education (CSEDU 2013), May 6-8, 2013. Gwo-Hshiung Tzeng, Ming-Tsang Lu, Kua-Hsin Peng, “A Hybrid Dynamic MCDM Model-Tourism Competitiveness Improvement Strategy”, 22nd International Conference on Multiple Criteria Decision Making, Málaga, Spain, June 17-21 2013. Gwo-Hshiung Tzeng, Chi-Yo Huang, Yu-Sheng Kao, “Enhancing Smart Mobile Devices by the Fuzzy DEMATEL based Network Process”, 22nd International Conference on Multiple Criteria Decision Making, Málaga, Spain, June 17-21 2013. Yuching Chern, Gwo-Hshiung Tzeng, “Use of Fuzzy ANP-VIKOR Technique in Multi-Criteria Decision-Making of Satisfaction Evaluation for Business-toCustomer (B2C) Service Improvement”, 22nd International Conference on Multiple Criteria Decision Making, Málaga, Spain, June 17-21 2013. Hsin-Hui Wen, Yu-Chien Ko, Gwo-Hshiung Tzeng, “A Fuzzy Numbers Regression for Inducing OECD Wellbing to WCY Competitiveness 2012”, 22nd International Conference on Multiple Criteria Decision Making, Málaga, Spain, June 17-21 42 2013. Chung-An Huang, Gwo-Hshiung Tzeng, “The Decision Making Model of Service Improvements of Smart Home System Based on IOA-NRM Approach, 22nd International Conference on Multiple Criteria Decision Making, Málaga, Spain, June 17-21 2013. Yu-Chien Ko, Hsien-Wen Chao, Gwo-Hshiung Tzeng, “An Induction Based on A Hybrid of DRSA and DEMATEL for Analyzing Competitiveness 2012”, 12th International Symposium on the Analytic Hierarchy Process (ISANP 2013), June 23-26, 2013. Chiu-Hung Su, Gwo-Hshiung Tzeng, Hao-Lin Tseng, Build an Evaluation of Performance Model for the Cloud E-Learning Service Using Hybrid MCDM”, 12th International Symposium on the Analytic Hierarchy Process (ISANP 2013), June 23-26, 2013. Ming-Tsang Lu, Gwo-Hshiung Tzeng, Shu-Kung Hu, Yung-Chang Lin, “Evaluating Business-To-Business M-Commerce in SMEs by Using MCDM Approach, 12th International Symposium on the Analytic Hierarchy Process (ISANP 2013), June 23-26, 2013. 2012 Kua-Hsin Peng and Gwo-Hshiung Tzeng, “Strategies for Improving Accredition Performance in higher education institution, 4th International Conference on Computer Support Education, Porto, Portugal, 16-18 April, 2012. Mei-Chen Lo, Tadeusz Trzaskalik, Maciej Nowak, Tian-Jong Hwu, Gwo-Hshiung Tzeng, and Jerzy Michnik, Hybrid MCDM Model for the Value Evaluation of the Restoration of Historical Objects, KES IDT 2012, Gifu, Japan, 23-25 May 2011. (Springer EI). Chui-Hua Liu, Gwo-Hshiung Tzeng, Ming-Huei Lee, Hao-Lin Tseng, and Po-Yan Lee Using a Hybrid MCDM Model Combining Fuzzy DEMATEL Technique to Examine the Job Stress of Coach Driver, KES IDT 2012, Gifu, Japan, 23-25 May 2011. (Springer EI). Kua-Hsin Peng and Gwo-Hshiung Tzeng, Strategies for Promoting Tourism Competitiveness using a Hybrid MCDM Model, KES IDT 2012, Gifu, Japan, 2325 May 2011. (Springer EI). Chi-Yo Huang, Pei-Chu Hsu, and Gwo-Hshiung Tzeng, Evaluating Cloud Computing Based Telecommunications Service Quality Enhancement by Using a New Hybrid MCDM Model, KES IDT 2012, Gifu, Japan, 23-25 May 2011. (Springer EI). Chi-Yo Huang, Po-Yen Wang, and Gwo-Hshiung Tzeng, Evaluating Top Servicesprepackaged Software Firms in Standard and Poor’s 500 index by Using a Multiple Objective Programming Based Data Envelopment Analysis, KES IDT 2012, Gifu, Japan, 23-25 May 2011. (Springer EI). Chi-Yo Huang, Yu-Wei Liu, and Gwo-Hshiung Tzeng, Derivations of Factors Influencing the Technology Acceptance of Smart TV by Using the DEMATEL Based Network Process, KES IDT 2012, Gifu, Japan, 23-25 May 2011. (Springer EI). Mei-Chen Lo, Gwo-Hshiung Tzeng, Tian-Jong Hwu, Jerzy Michnik, Tadeusz Trzaskalik, Maciej Nowak, Mining industrial transformations and resource reallication using a new MCDM model - Case of Taiwan and Poland, 25th Europearn Conference on Operational Research, 8-11 July 2012, Vilnius, Lithuania. 43 Tian-Jong Hwu, Mei-Chen Lo, Jerzy Michnik, Tadeusz Trzaskalik, Maciej Nowak, Gwo-Hshiung Tzeng, Supporting the restoration of historical portable organ with a new hybrid MCDM model, 25th Europearn Conference on Operational Research, 8-11 July 2012, Vilnius, Lithuania. James Liou, Yen-Ching Chuang, Gwo-Hshiung Tzeng, Combine ANP and Fuzzy integral approaches for supplier evaluation and selection, 25th Europearn Conference on Operational Research, 8-11 July 2012, Vilnius, Lithuania. Gwo-Hshiung Tzeng, Vivien Y.C. Chen, Improving the quality of leisure and tourism for theme parks with a MCDM model, 25th Europearn Conference on Operational Research, 8-11 July 2012, Vilnius, Lithuania. Hsin-Hsien Liu, Ming-Shan Yeh, Yung-Hui Chou, Gwo-Hshiung Tzeng, Applying Fuzzy Preference Relation and Grey Relation Analysis in the Assessment of Railway Grade Separation Construction Projects. The Ninth Symposium Organized by International Society of Management Engineers (ISME 2012), August 22-25, 2012, Kitakyushu International Conference Center, Kokura, Kitakyushu, Japan. Yu-Yun Chang, Junzo Watada, Ikno Kim, Meng-Jong Kuan, Gow-Hshiung Tzeng, Application of Clustering Based on DNA Computing to Evaluation Project Management methodololgy. The Ninth Symposium Organized by International Society of Management Engineers (ISME 2012), August 22-25, 2012, Kitakyushu International Conference Center, Kokura, Kitakyushu, Japan. Kua-Hsin Peng, Gwo-Hshiung Tzeng, Hao-Lin Tseng, Using hybrid fuzzy MCDM to improve accreditation performance. The Ninth Symposium Organized by International Society of Management Engineers (ISME 2012), August 22-25, 2012, Kitakyushu International Conference Center, Kokura, Kitakyushu, Japan. Gwo-Hshiung Tzeng (Tutorial). A New concepts and trends of Hybrid MCDM Model for Problems-Improvement. The Ninth Symposium Organized by International Society of Management Engineers (ISME 2012), August 22-25, 2012, Kitakyushu International Conference Center, Kokura, Kitakyushu, Japan. Jih-Jeng Huanga, Gwo-Hshiung Tzeng (The Best Paper Award) New Thinking of Multi-Objective Programming with Changeable Space - In Search of Excellence. The Ninth Symposium Organized by International Society of Management Engineers (ISME 2012), August 22-25, 2012, Kitakyushu International Conference Center, Kokura, Kitakyushu, Japan. 2011 Chi-Yo Huang, Wei-Chang Tzeng, Gwo-Hshiung Tzeng, “ERP System Selection for a Globalized High Technology Service Firm by DEMATAL Based MCDM Methods”, The 7th International Conference on Intelligent Manufacturing & Logistics Systems (IML2011), February 27-28- March 1, 2011, NYuan Ze University, Taiwan. Mei-Chen Lo, Gwo-Hshiung Tzeng, “Fuzzy Hybrid MCDM Model for Appraisal of Talent Selection”, The 7th International Conference on Intelligent Manufacturing & Logistics Systems (IML2011), February 27-28- March 1, 2011, NYuan Ze University, Taiwan. Chi-Yo Huang, Yu-Wei Liu and Gwo-Hshiung Tzeng, “Using DEMATEL Based Network Process for Deriving Factors Influencing the Pricing of Large Size TFTLCD Panels”, The 7th International Conference on Intelligent Manufacturing & Logistics Systems (IML2011), February 27-28- March 1, 2011, NYuan Ze 44 University, Taiwan. Chi-Yo Huang, Po-Yen Wang and Gwo-Hshiung Tzeng, “The DNP Based Energy Policy Instruments Derivations for Developing the Wind Power Generation”, Industry, The 7th International Conference on Intelligent Manufacturing & Logistics Systems (IML2011), February 27-28- March 1, 2011, NYuan Ze University, Taiwan. Chi-Yo Huang, Pei-Chu Hsu, and Gwo-Hshiung Tzeng, “Innovation Policy Configuration for Developing the Cloud Computing Industry by Hybrid MCDM Methods”, The 7th International Conference on Intelligent Manufacturing & Logistics Systems (IML2011), February 27-28- March 1, 2011, NYuan Ze University, Taiwan. Chi-Yo Huang, Ping-Ping Chao and Gwo-Hshiung Tzeng, Derivations of Factors Influencing NAND Flash Memory Price Predictions by Using the Fuzzy AHP, The 7th International Conference on Intelligent Manufacturing & Logistics Systems (IML2011), February 27-28- March 1, 2011, NYuan Ze University, Taiwan. Cheng-Hsiung Chen and Gwo-Hshiung Tzeng, “Assessment Model for Improving Educational Curriculum Materials Based on the DANP Technique with Grey Relational Analysis”, The 3rd International Conference on Computer Supported Education (CSEDU2011). 6-9 May, 2011, Noordwijkerhout, The Netherlands. Gwo-Hshiung Tzeng and Mei-Chen Lo, “Changeable Decision Space for Expanding Competence Sets based on Extended DeNovo Programming Technique”, The 21st International Conference on Multiple Criteria Decision Making, June 13-17, 2011, held in the Agora Building, located on the Mattilanniemi campus of the University of Jyväskylä, Finland. Chi-Yo Huang and Gwo-Hshiung Tzeng, “Ocean Current Power Generation Technology Foresight by Using the DEMATEL Based Network Process, The 21st International Conference on Multiple Criteria Decision Making, June 13-17, 2011, held in the Agora Building, located on the Mattilanniemi campus of the University of Jyväskylä, Finland. Chi-Yo Huang and Gwo-Hshiung Tzeng, “Special LCD Profit Maximization Strategy Definitions by Using the DEMATEL Based MCDM Method”, The 21st International Conference on Multiple Criteria Decision Making, June 13-17, 2011, held in the Agora Building, located on the Mattilanniemi campus of the University of Jyväskylä, Finland. Ying-Hsun Hung and Gwo-Hshiung Tzeng, “How do we assess Corporate IT Governance”, The 21st International Conference on Multiple Criteria Decision Making, June 13-17, 2011, held in the Agora Building, located on the Mattilanniemi campus of the University of Jyväskylä, Finland. Ying-Hsun Hung, Vivian Y.C. Chen, Yi-ling Chen and Gwo-Hshiung Tzeng, “On the Relationship between Knowledge Management Readiness, Intellectual Capital and Corporate Performance”, The 21st International Conference on Multiple Criteria Decision Making, June 13-17, 2011, held in the Agora Building, located on the Mattilanniemi campus of the University of Jyväskylä, Finland. Wan-Yu Chiu, Gwo-Hshiung Tzeng, and Han-Lin Li, The e-store business strategies for improving customers’ needs using a hybrid MCDM combined Fuzzy DANP with VIKOR”, The 21st International Conference 45 on Multiple Criteria Decision Making, June 13-17, 2011, held in the Agora Building, located on the Mattilanniemi campus of the University of Jyväskylä, Finland. Chi-Yo Huang and Gwo-Hshiung Tzeng, Value Driver Derivations for Embedded Memories by Fuzzy DEMATEL based Hybrid MCDM Methods, 2011 IEEE International Conference on Fuzzy Systems, June 27-30, 2011, Taipei, Taiwan. Chiu-Hung Su, Ying-Hsun Hung, and Gwo-Hshiung Tzeng, Fuzzy Multiple Attribute Decision Making Theory With The Balanced Scorecard Application In Mobile Industry, 2011 IEEE International Conference on Fuzzy Systems, June 27-30, 2011, Taipei, Taiwan. (EI) Mei-Chen Lo and Gwo-Hshiung Tzeng, Fuzzy MCDM Application for Strategy Evaluation, 2011 IEEE International Conference on Fuzzy Systems June 27-30, 2011, Taipei, Taiwan, 978-1-4244-7316-8/11/$26.00 ©2011 IEEE. (EI) Yu-Yun Chang, Yen-Ching Chuang, Gwo-Hshiung Tzeng, Exploring the SPM System Structure Model by Using Fuzzy DEMATEL for NPD, 2011 IEEE International Conference on Fuzzy Systems, June 27-30, 2011, Taipei, Taiwan, 978-1-4244-7316-8/11/$26.00 ©2011 IEEE. (EI) Chi-Yo Huang and Gwo-Hshiung Tzeng, The Fuzzy DEMATEL based Job Accommodation Strategy Definitions for Operators with Hearing Impairments, 2011 IEEE International Conference on Fuzzy Systems, June 27-30, 2011, Taipei, Taiwan, 978-1-4244-7316-8/11/$26.00 ©2011 IEEE. (EI) Chia-Chun Hsiang, Meng-Jong Kuan, and Gwo-Hshiung Tzeng, Probing Performance Evaluation for NPD Process by Using Fuzzy MCDM Approach, 2011 IEEE International Conference on Fuzzy Systems, June 27-30, 2011, Taipei. (EI) Chi-Yo Huang, Chih-Wei Wan, Gwo-Hshiung Tzeng, Expatriate Manager Selection for an Overseas Manufacturing Site by Using FMCDM Methods, 2011 IEEE International Conference on Fuzzy Systems, June 27-30, 2011, Taipei, Taiwan, 978-1-4244-7316-8/11/$26.00 ©2011 IEEE. (EI) Gwo-Hshiung Tzeng, Keynote Speech KP-1: New Frontiers of Hybrid MCDM Model for Creating the Best Global Supply Chain Systems, KES IDT 2011, University of Piraeus, Greece, 20-22 July 2011. (Springer EI) Mei-Chen Lo, Min-Hsien Yang, Chien-Tzu Tsai, Alexey Pugovkin, and GwoHshiung Tzeng, A Hybrid MCDM Model on Technology Assessment to Business Strategy, KES IDT 2011, University of Piraeus, Greece, 20-22 July 2011. (Springer EI) Chi-Yo Huang, Wei-Chang Tzeng, Gwo-Hshiung Tzeng, and Ming-Cheng Yuang, Derivations of Cloud Computing Strategies for Enabling the Banking Services through a Hybrid MADM Framework, KES IDT 2011, University of Piraeus, Greece, 20-22 July 2011. (Springer EI) Mei-Chen Lo, and Gwo-Hshiung Tzeng, MCDM Applications on Effective Project Management for New Wafer Fab Construction, KES IDT 2011, University of Piraeus, Greece, 20-22 July 2011. (Springer EI) Yu-Chien Ko, and Gwo-Hshiung Tzeng, A Dominance-Based Rough Set Approach of Mathematical Programming for Inducing National Competitiveness, KES IDT 2011, University of Piraeus, Greece, 20-22 July 2011. (Springer EI) Chi-Yo Huang, Yi-Fan Lin, and Gwo-Hshiung Tzeng, A DEMATEL based Network Process for Deriving Factors Influencing the Acceptance of Tablet Personal Computer, KES IDT 2011, University of Piraeus, Greece, 20-22 July 2011. (Springer EI) 46 Chi-Yo Huang, Bo-Yu Chiang, Shih-Yu Chang, Gwo-Hshiung Tzeng, and ChunChieh Tseng, Predicting of the Short Term Wind Speed by Using a Real Valued Genetic Algorithm based Least Squared Support Vector Machine, KES IDT 2011, University of Piraeus, Greece, 20-22 July 2011. (Springer EI) Chi-Yo Huang, Chih-Wei Wang, Gwo-Hshiung Tzeng, Yi-Fan Lin, A Fuzzy DEMATEL based Lead User Method for Deriving Factors Influencing the Acceptance of an Innovative Technology (paper 11R0455), PICMET’ 11 Conference (Portand International Center for Management of Engineering and Technology, July 31 – August 4, 2011, Portland, Oregon USA. Chi-Yo Huang, Yi-Fan Lin, Gwo-Hshiung Tzeng, Defining the R&DExpatriate Assignment Strategies of Globalized High Technology Enterprises by Hybrid MCDM Models (11R0458 ), PICMET’ 11 Conference (Portand International Center for Management of Engineering and Technology, July 31 – August 4, 2011, Portland, Oregon USA. Yu-Chien Ko, Ping-Cheng Wu, Gwo-Hshiung Tzeng, A Case Study in National Competitiveness and Business Attitude during the Global Financial Crisis. The eighth symposium organized by International Society of Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Yu-Chien Ko, Yi-Tan Hung, Gwo-Hshiung Tzeng, A Hybrid MCDM Model Combining DRSA with the DEMATEL Technique for Inducing National Competitiveness. The eighth symposium organized by International Society of Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Jung-Lua Shen, Yong-Mei Lui., Yi-Ling Tzeng, A Literature Review of Supplier Selection Construct and Criteria. The eighth symposium organized by International Society of Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. H.L. Chen, Chi-Yo Huang, Gwo-Hshiung Tzeng, and Yun-Ting Chen, Benchmarking Wind Turbine Manufacturers by Using a Novel FMOP Based Data Envelopment Analysis. The eighth symposium organized by International Society of Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Shu-Kung Hu, Ya-Fan Yeh and Gwo-Hshiung Tzeng, Building an Evaluation Model for Improving the Smart Phone by Using New Hybrid MCDM Method The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Chi-Yo Huang, Pei-Chu Hsu and Gwo-Hshiung Tzeng, Cloud Computing Based Telecommunications Service Quality Enhancement by Hybrid MCDM Methods, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Chi-Yo Huang, Pei-Han Chung, Gwo-Hshiung Tzeng, Enhancing the Service Quality of Innovation Intermediary by Using the DEMATEL Based Network Process, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Shu Hor, Chi-Yo Huang and Gwo-Hshiung Tzeng, Evaluating and Enhancing Participants’ Characteristics of Technical Skill Competitions by Using Hybrid MCDM Methods, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. 47 Ming-Shan Yeh, Hsin-Hsien Liu, Gwo-Hshiung Tzeng, Evaluation and Measurement to Build the Best Strategy for Railway Reform by Using Hybrid MCDM Model, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Meng-Jong Kuan, Chih-Ning Chen, Yu-Tong Kuan, and Gwo-Hshiung Tzeng, Exploring a Risk Assessment System for New product Development By Using DANP Method, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Chui-Hua Liu, Gwo-Hshiung Tzeng, Ming-Huei Lee, Hao-Lin Tzeng, Exploring airport connection service quality of Taipei Metro by combining DANP with MCDM Model, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Chi-Yo Huang, Teng-Hsiang Lee, Gwo-Hshiung Tzeng, External Hard Disk Drive Shock Proof Technology Evaluation Strategy Definitions by Using the DEMATEL Based MCDM Methods, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Ming-Tsang Lu, Yingchieh Yeh and Gwo-Hshiung Tzen, Improving the Multi-stages of Electronic Medical Records for User Needs Based on a New MCDM Model Combining DANP Approach, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Chi-Yo Huang, Wei-Hsuan Yen and Gwo-Hshiung Tzeng, Innovation Capability Expansion based on Interior Design, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Chia-Han Yang, Gwo-Hshiung Tzeng, Optimization of R&D Resource Portfolio in New Product Development of the Open Innovation Process through the De Novo Perspective, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Chi-Yo Huang, Gwo-Hshiung Tzeng, Huei-Ling Chen, Predicting the Return on Equity of Leading Fabless IC Design Firms by Using the Variable Consistency DRSA and Flow Graphs, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Chi-Yo Huanga, Hao-Hua Hung, Gwo-Hshiung Tzeng, and Edgar Farmer, Strategic Leadership Definitions by Using the DEMATEL Based MCDM Method, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Chi-Yo Huang, Po-Yen Wang, and Gwo-Hshiung Tzeng, The DNP Based Supplier Selection Derivations for the Supplier of Small-Scale Wind Turbines, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Chi-Yo Huang, Wei-Chang Tzeng and Gwo-Hshiung Tzeng, The ERP System Selection for a Globalized High Technology Service Firm by DEMATAL with Fuzzy Integral Based MCDM Methods, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa 48 Foundation Hall, Taipei, Taiwan. James J.H. Liou, Yen-Ching Chuang, Gwo-Hshiung Tzeng, Using a fuzzy DANP model to select an outsourcing provider, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Chi-Yo Huang, Yu-Wei Liu and Gwo-Hshiung Tzeng, Using DEMATEL based Network Process and Grey Relational Analysis Method for Deriving Factors Influencing the Acceptance of Smart phone Operation System, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Meng-Jong Kuan, Su-Mei Lin, Gwo-Hshiung Tzeng, Shan-Lin Huang, Using DEMATEL Technique to Explore the Influence of Professional Ethics on Decision-Making of Project Manager, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Meng-Jong Kuan, Chen Wen Ling, Yu-Tong Kuan, and Gwo-Hshiung Tzeng, Exploring an NSD System by Using the Hybrid MCDM Model for Improving Service Productivity - A Case Study of 7-ELEVEN, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Gwo-Hshiung Tzeng, Tutorial: New Frontier of Hybrid MADM MODEL Book “Multiple Attribute Decision Making: Methods and Applications”, The eighth International symposium on Management Engineers (ISME 2011), August 22-24, 2011, Chang Yung-Fa Foundation Hall, Taipei, Taiwan. Meng-Jong Kuan, Yen-Ching Chuang, Ching-Yi Huang, Gwo-Hshiung Tzeng, Exploring an NSD evaluation system by using the fuzzy MCDM model for improving service productivity, the 19th National Conference on Fuzzy Theory and its Applications, September 18-19, 2011, National Formosa University, Taiwan. Ming-Tsang Lu, Gwo-Hshiung Tzeng, Ling-Lang Tang, Environmental strategic orientations for improving green innovation performance in the electronics industry- usng fuzzy hybrid MCDM model, the 19th National Conference on Fuzzy Theory and its Applications, September 18-19, 2011, National Formosa University, Taiwan. Yu-Chien Ko, Yen-Ching Chuang, Gwo-Hshiung Tzeng, Analyzing competitiveness features with DRSA and fuzzy measure, the 19th National Conference on Fuzzy Theory and its Applications, September 18-19, 2011, National Formosa University, Taiwan. Shu-Kung Hu, Yen-Ching Chuang, Ya-Fan Yeh, Gwo-Hshiung Tzeng, Combining hybrid MADM with fuzzy integral for exploring the smart phone improvement in M-generation, the 19th National Conference on Fuzzy Theory and its Applications, September 18-19, 2011, National Formosa University, Taiwan. Yu-Yun Chang, Meng-Jong Kuan, Gwo-Hshiung Tzeng, Using fuzzy integral to explore portfolio selection model for R&D project, the 19th National Conference on Fuzzy Theory and its Applications, September 18-19, 2011, National Formosa University, Taiwan. Chi-Yo Huang, Pei-Chu Hsu, Gwo-Hshiung Tzeng, Cloud computing based telecommunications service quality enhancement by FMCDM method, the 19th National Conference on Fuzzy Theory and its Applications, September 18-19, 49 2011, National Formosa University, Taiwan. Chi-Yo Huang, Cheng-Wei Liu, Gwo-Hshiung Tzeng, Impact derivations for integrated marketing communications on the high-technology brands by using the fuzzy AHP, the 19th National Conference on Fuzzy Theory and its Applications, September 18-19, 2011, National Formosa University, Taiwan. Chi-Yo Huang, Yen-Hsiang Ding, Gwo-Hshiung Tzeng, The fuzzy AHP based evalution for the smart 3C function definitions for social networks, the 19th National Conference on Fuzzy Theory and its Applications, September 18-19, 2011, National Formosa University, Taiwan. Gwo-Hshiung Tzeng, Keynote Talk (one hour): New Frontiers of “Hybrid Fuzzy MCDM Model for Improving and Creating the Best Systems in Applications, the 19th National Conference on Fuzzy Theory and its Applications, September 18-19, 2011, National Formosa University, Taiwan. 2010 Chi-Yo Huang, Ya-Lan Cheng and Gwo-Hshiung Tzeng, “Multiple Generations LCD-TV Product Marketing Strategies Definitions by a Hybrid MCDM Framework”, the 6th International Conference on Intelligent Manufacturing & Logistics Systems (IML2010), February 27-28- March 1, 2010, National Tsing Hua University, Hsinchu, Taiwan. Mei-Chen Lo, Toshimasa Ozaki and Gwo-Hshiung Tzeng, “Transnational Interregional I-O Table between China and Taiwan”, the 6th International Conference on Intelligent Manufacturing & Logistics Systems (IML2010), February 27-28- March 1, 2010, National Tsing Hua University, Hsinchu, Taiwan. Mei-Chen Lo, Toshimasa Ozaki and Gwo-Hshiung Tzeng, “Application on Decision-making by Minor ANP for the Best Selection of Suppliers”, the 6th International Conference on Intelligent Manufacturing & Logistics Systems (IML2010), February 27-28- March 1, 2010, National Tsing Hua University, Hsinchu, Taiwan. Chi-Yo Huang, Gwo-Hshiung Tzeng, Min-Cheng Hung and Ya-Lang Yang, “CMOS Sensor Selection by Using the Novel DANP Based MCDM Framework”, the 6th International Conference on Intelligent Manufacturing & Logistics Systems (IML2010), February 27-28- March 1, 2010, National Tsing Hua University, Hsinchu, Taiwan. Chi-Yo Huang, Ya-Lan Yang, Gwo-Hshiung Tzeng and Shih-Tsung Cheng “Predicting 4G Mobile Phone Consumer Behavior by Using the Rough Set Theory Based Forecasting”, the 6th International Conference on Intelligent Manufacturing & Logistics Systems (IML2010), February 27-28- March 1, 2010, National Tsing Hua University, Hsinchu, Taiwan. Yang-Chieh Chin, Chaio-Chen Chang, Chiun-Sin Lin, Gwo-Hshiung Tzeng, “The Impact of Recommendation Sources on the Adoption Intention of Microblogging Based on Dominance-based Rough Set Approach, 7th International Conference on Rough Sets and Current Trends in Computing (RSTCT2010), June 28-30, 2010, University of Warszawa, Warszawa, Poland. Mei-Chen Low, Ozaki Toshimasa, Gwo-Hshiung Tzeng. “Transnational Interregional I-O Table Analysis for Policy Making”, EURO XXIV (EURO 2010), July 11-14, 2010, Lisbon, Portugal. Yi-Chun Chen, Gwo-Hshiung Tzeng. “The Relationship of Salary and 50 Performance for Food and Beverage Industry Based on DEMATEL with a MCDM Model”, EURO XXIV (EURO 2010), July 11-14, 2010, Lisbon, Portugal. Mei-Chen Lo, Ozaki Toshimasa, Gwo-Hshiung Tzeng. “Decision-making by "Minor ANP’ for Selecting the Best Business Partner”, EURO XXIV (EURO 2010), July 11-14, 2010, Lisbon, Portugal. Yi-Chun Chen, Gwo-Hshiung Tzeng. “Improving the Career-Change Tendency for Hot-Spring Hotels Using Dominance-base Rough Set Approach”, EURO XXIV (EURO 2010), July 11-14, 2010, Lisbon, Portugal. Yi-Chun Chen, Gwo-Hshiung Tzeng. A decision Rules Approach for Marketing Improvement of European Art Tour Participants from Taiwan, EURO XXIV (EURO 2010), July 11-14, 2010, Lisbon, Portugal. Yi-Chun Chen, Gwo-Hshiung Tzeng. Constructing the Learning Criteria of Basic System for Community Industry Development Based on DEMATEL technique with MCDM Model, EURO XXIV (EURO 2010), July 11-14, 2010, Lisbon, Portugal. Yi-Chun Chen, Gwo-Hshiung Tzeng. A Hybrid MCDM Model Combing DEMATEL-Based ANP with VIKOR for Establishing the Best Management Systemsof Transformation-Learning Community Industry, EURO XXIV (EURO 2010), July 11-14, 2010, Lisbon, Portugal. Vivien Yi-Chun Chen and Gwo-Hshiung Tzeng. The Best Project Selection for the Environment Planning of Coastal Wetlands Region based on a Hybrid Novel MCDM Model, the 40th International Conference on Computers & Industrial Engineering (CIE40), July 25-28, 2010, Awaji Island, Japan. Gwo-Hshiung Tzeng, Cheng-Hsiung Chen. Creating an aspired interdisciplinary education system in the e-era based on super-additive fuzzy measure identification, the 40th International Conference on Computers & Industrial Engineering (CIE40), July 25-28, 2010, Awaji Island, Japan. Chi-Yo Huang, Ching-Jung Lin, Gwo-Hshiung Tzeng and Chien-Pen Chuang. Reconfiguring the Innovation Policy Portfolio for Developing the Taiwanese Digital Home Electronics Industry by Hybrid MCDM Methods, the 40th International Conference on Computers & Industrial Engineering (CIE40), July 25-28, 2010, Awaji Island, Japan. Chi-Yo Huang, Hueiling Chen, Gwo-Hshiung Tzeng and Kuang-Hua Hu. Enhancing the Performance of a SOC Design Service Firm by Using a Novel DANP Based MCDM Framework on the Balanced Scorecard, The 40th International Conference on Computers & Industrial Engineering (CIE40), July 25-28, 2010, Awaji Island, Japan. Toshimasa Ozaki, Mei-Chen Lo, Eizo Kinoshita, and Gwo-Hshiung Tzeng, Decision-Making by “Minor ANP” and Classification of the Types, in: Advances in Intelligent Decision Technologies, pp.101-112, in Gloria Phillips-Wren, Lakhmi C. Jain, Kazumi Nakamatsu, Robert J. Howlett (Editors), Advances in Intelligent Decision Technologies, Proceedings of the Second KES International Symposium IDT 2010, Springer Tiergartenstraße 17, 69121 Heidelberg, Germany, www.springer.com (KES-IDT2010). The 2nd International Symposium on Intelligent Decision Technologies in conjunction with The 3rd International Symposium on Intelligent and Interactive Multimedia: Systems and Services, 28 30 July 2010, Baltimore, USA). (EI) Wan-Yu Chiu, Gwo-Hshiung Tzeng, and Han-Lin Li, Improving the E-Store Business Model for Satisfying Customers, Needs Using a Hybrid MCDM 51 Combined DANP with Grey Relational Model, pp.113-122, in Gloria PhillipsWren, Lakhmi C. Jain, Kazumi Nakamatsu, Robert J. Howlett (Editors), Advances in Intelligent Decision Technologies, Proceedings of the Second KES International Symposium IDT 2010, Springer Tiergartenstraße 17, 69121 Heidelberg, Germany, www.springer.com (KES-IDT2010). The 2nd International Symposium on Intelligent Decision Technologies in conjunction with The 3rd International Symposium on Intelligent and Interactive Multimedia: Systems and Services, 28 - 30 July 2010, Baltimore, USA). (EI) Chi-Yo Huang, Gwo-Hshiung Tzeng, and Shu Hor, A Hybrid MADM Based Competence Set Expansion for Marketing Imagination Capabilities, pp.653-664, in Gloria Phillips-Wren, Lakhmi C. Jain, Kazumi Nakamatsu, Robert J. Howlett (Editors), Advances in Intelligent Decision Technologies, Proceedings of the Second KES International Symposium IDT 2010, Springer Tiergartenstraße 17, 69121 Heidelberg, Germany, www.springer.com (KES-IDT2010). The 2nd International Symposium on Intelligent Decision Technologies in conjunction with The 3rd International Symposium on Intelligent and Interactive Multimedia: Systems and Services, 28 - 30 July 2010, Baltimore, USA). (EI) Chi-Yo Huang, Chao-Yu Lai, and Gwo-Hshiung Tzeng, Semiconductor Foundry Technology Life Cycle Strategy Portfolio Definitions of Fabless IC Design Firms by Using the ISM and Fuzzy Integral Method, pp.665-674, in Gloria Phillips-Wren, Lakhmi C. Jain, Kazumi Nakamatsu, Robert J. Howlett (Editors), Advances in Intelligent Decision Technologies, Proceedings of the Second KES International Symposium IDT 2010, Springer Tiergartenstraße 17, 69121 Heidelberg, Germany, www.springer.com (KES-IDT2010). The 2nd International Symposium on Intelligent Decision Technologies in conjunction with The 3rd International Symposium on Intelligent and Interactive Multimedia: Systems and Services, 28 - 30 July 2010, Baltimore, USA). (EI) Chi-Yo Huang, Hsiang-Chun Lin, and Gwo-Hshiung Tzeng , An Emotional Designed Based Hybrid MCDM Framework for the Next Generation Embedded System Configurations, 675-686, in Gloria Phillips-Wren, Lakhmi C. Jain, Kazumi Nakamatsu, Robert J. Howlett (Editors), Advances in Intelligent Decision Technologies, Proceedings of the Second KES International Symposium IDT 2010, Springer Tiergartenstraße 17, 69121 Heidelberg, Germany, www.springer.com (KES-IDT2010). The 2nd International Symposium on Intelligent Decision Technologies in conjunction with The 3rd International Symposium on Intelligent and Interactive Multimedia: Systems and Services, 28 30 July 2010, Baltimore, USA). (EI) Chi-Yo Huang, Ya-Lan Yang, Gwo-Hshiung Tzeng, Hsiao-Cheng Yu, Hong-Yuh Lee, Shih-Tsunsg Cheng, and Sang-Yeng Lo, Derivations of Factors Influencing Segmental Consumer Behaviors Using the RST Combined with Flow Graph and FCA, pp.687-698, in Gloria Phillips-Wren, Lakhmi C. Jain, Kazumi Nakamatsu, Robert J. Howlett (Editors), Advances in Intelligent Decision Technologies, Proceedings of the Second KES International Symposium IDT 2010, Springer Tiergartenstraße 17, 69121 Heidelberg, Germany, www.springer.com (KESIDT2010). The 2nd International Symposium on Intelligent Decision Technologies in conjunction with The 3rd International Symposium on Intelligent and Interactive Multimedia: Systems and Services, 28 - 30 July 2010, Baltimore, USA). (EI) Vivien Y.C. Chen, Chui-Hua Liu, Gwo-Hshiung Tzeng, Ming-Huei Lee, and Lung52 Shih Yang Combining DEMATEL and ANP with the Grey Relational Assessment Model for Improving the Planning in Regional Shopping Centers, pp.709-720 in Gloria Phillips-Wren, Lakhmi C. Jain, Kazumi Nakamatsu, Robert J. Howlett (Editors), Advances in Intelligent Decision Technologies, Proceedings of the Second KES International Symposium IDT 2010, Springer Tiergartenstraße 17, 69121 Heidelberg, Germany, www.springer.com (KES-IDT2010). The 2nd International Symposium on Intelligent Decision Technologies in conjunction with The 3rd International Symposium on Intelligent and Interactive Multimedia: Systems and Services, 28 - 30 July 2010, Baltimore, USA). (EI) Yung-Lan Wang, Gwo-Hshiung Tzeng, and Wen-Shiung Lee, Key Success Factors of Brand Marketing for Creating the Brand Value Based on a MCDM Model Combining DEMATEL with ANP Methods, pp.721-730, in Gloria Phillips-Wren, Lakhmi C. Jain, Kazumi Nakamatsu, Robert J. Howlett (Editors), Advances in Intelligent Decision Technologies, Proceedings of the Second KES International Symposium IDT 2010, Springer Tiergartenstraße 17, 69121 Heidelberg, Germany, www.springer.com (KES-IDT2010). The 2nd International Symposium on Intelligent Decision Technologies in conjunction with The 3rd International Symposium on Intelligent and Interactive Multimedia: Systems and Services, 28 - 30 July 2010, Baltimore, USA). (EI) 2009 James J.H. Liou and Gwo-Hshiung Tzeng, A decision rules approach for improvement of airport service quality, The 6th International Symposium on Management Engineering, August 5-7, Dalian, China. Yi-Chun Chen, H. P. Lien, Gwo-Hshiung Tzeng, Combined DEMATEL Technique with ANP for Improving Environment Watershed Plan strategy, The 6th International Symposium on Management Engineering, August 5-7, Dalian, China. Chi-Yo Huang, Gwo-Hshiung Tzeng, A Novel Quadratic Progrsmming Based Fuzzy Regression Analysis for Multiple Generation Product Life Cycle Prodiction, The 6th International Symposium on Management Engineering, August 5-7, Dalian, China. Sheng-Kai Fang, Gwo-Hshiung Tzeng, Combined Data Mining techniques for exploring the preference of customers between financial companies and agents based on TCA, The 6th International Symposium on Management Engineering, August 5-7, Dalian, China. Simion C. Wen, Yi-Chun Chen, Gwo-Hshiung Tzeng, Using a Novel MCDM Method for Setting the Tourism Delimitation on Policy Development, 20th International Conference on MCDM, June 21-26, 2009, Chengdu, China. Chi-Yo Huang, Chao-Yu Lai, Gwo-Hshiung Tzeng, Silicon Intellectual Property Pricing by a VIKOR Based MCDM Framework, 20th International Conference on MCDM, June 21-26, 2009, Chengdu, China. Chi-Yo Huang, Ya-Lan Cheng, Shiu-Te Song, Gwo-Hshiung Tzeng, Multiple Generations Innovative Product Marketing Strategies Definitions by a Hybrid MCDM Framework, 20th International Conference on MCDM, June 21-26, 2009, Chengdu, China. 53 Chi-Yo Huang, Gwo-Hshiung Tzeng, Hsiang-Chun Lin, Chih-Hao Huang, Locating Global R&D Centers by Using a Fuzzy Integral Based Fuzzy MCDM Model, 20th International Conference on MCDM, June 21-26, 2009, Chengdu, China. Chi-Yo Huang, Gwo-Hshiung Tzeng, Yun-Ting Chen,Benchmarking Wind Turbine Manufacturers by Using the Data Envelopment Analysis, 20th International Conference on MCDM, June 21-26, 2009, Chengdu, China. Chuan-Yi Wang , Yi-Chun Chen, Chun-Hsiang Huang, Gwo-Hshiung Tzeng, JenHao Cheng, Using a Novel MCDM Method for Setting the Delimitation on Bridges Improvement, 20th International Conference on MCDM, June 21-26, 2009, Chengdu, China. Tsan-Tang Ko, Yi-Chun Chen, Hui-Pang Lien, Gwo-Hshiung Tzeng, Using a Novel MCDM Method for Setting the Delimitation on Slope Land-Sandstone Extraction Area, 20th International Conference on MCDM, June 21-26, 2009, Chengdu, China. Yi-Chun Chen, Gina J. C. Hsieh, Gwo-Hshiung Tzeng, Using Hybrid MCDM Model for Evaluating The Economic, Social, Cultural and Physical Impacts of Regional Shopping Center, 20th International Conference on MCDM, June 21-26, 2009, Chengdu, China. Hong-Chun Wu, Chi-Yo Huang, Gwo-Hshiung Tzeng, Meng-Jong Goan, Establishing Elementary Educational E-Learning Systems Using Novel MCDM Method, 20th International Conference on MCDM, June 21-26, 2009, Chengdu, China. Ying-Hsun Hung, Gwo-Hshiung Tzeng, Using MCDM methods to Adopt and Assess Knowledge Management, 20th International Conference on MCDM, June 21-26, 2009, Chengdu, China. Chi-Yo Huang, Gwo-Hshiung Tzeng, Novel MCDM methods based innovation competence expansions of a SOC design service firm, Asia Conference on Intelligent Manufacturing & Logistics Systems (IML 2009), February 16-18, 2009, Kitakushu, Japan. Gwo-Hshiung Tzeng, Chi-Yo Huang, Combined DEMATEL technique with a novel MCDM method for creating the aspired intelligent global manufacturing & logistics systems, Asia Conference on Intelligent Manufacturing & Logistics Systems (IML 2009), February 16-18, 2009, Kitakushu, Japan. 2008 C.W. Lin, S.H. Chen, G.H. Tzeng, Analysis of critical evaluation factors of alternative fuel vehicles using DEMATEL, 19th International Conference on MCDM, January 7-12, 2008, Auckland, New Zealand. T.R. Lin, C.C. Lin, G.H. Tzeng, Combining DEMATEL technique with MCDM method to evaluate the development strategies of supply chain for TFT-LCD makers, 19th International Conference on MCDM, January 7-12, 2008, Auckland, New Zealand. Gwo-Hshiung Tzeng, New Frontiers of Multiple Criteria Decision Making (Tutorial Talk), Asia Conference on Intelligent Manufacturing & Logistics Systems (IML 2008), February 25-27, 2008, Kitakushu, Japan. 54 Huang Chi-Yo, Gwo-Hshiung Tzeng, Post-Merger R&D Human Resources Optimization for High-Tech Firms Based on De Novo Programming Using the Genetic Algorithm, Asia Conference on Intelligent Manufacturing & Logistics Systems (IML 2008), February 25-27, 2008, Kitakushu, Japan. Gwo-Hshiung Tzeng, Chia-Li Lin, Chun-Wen Chen, Planning New E-era Movile Phone Market Based on Consumers’ Choice Preferences, Asia Conference on Intelligent Manufacturing & Logistics Systems (IML 2008), February 25-27, 2008, Kitakushu, Japan. Gwo-Hshiung Tzeng, Chia-Li Lin, Yi-Shan Lin, Combined De Novo Concept with MODM Technique for Planning New Air Alliances Strategy for Airline Industry, Asia Conference on Intelligent Manufacturing & Logistics Systems (IML 2008), February 25-27, 2008, Kitakushu, Japan. Yu-Ping Ou Yang, How-Ming Shieh, Gwo-Hshiung Tzeng, A VIKOR Technique combined with DEMATEL and ANP with Applications, Fifth International Symposium on Management Engineering (ISME2008), March 15-17, 2008, Kitakushu, Japan. Wen-Hsien Chen, Rachung Yu, Gwo-Hshiung Tzeng, Comparison Between the DEMATEL Methods and Fuzzy Decision Maps –A Sensitive Analysis Approach, Fifth International Symposium on Management Engineering (ISME2008), March 15-17, 2008, Kitakushu, Japan. Chen-Chun Lin, Joseph Z. Shyu, Gwo-Hshiung Tzeng, General model to build optimal multi-objective expansion model of competence sets for development choosing of knowledge workers, Fifth International Symposium on Management Engineering (ISME2008), March 15-17, 2008, Kitakushu, Japan. Che-Wei Lin, Junzo Watada & Gwo-Hshiung Tzeng, Rough sets theory and its applications to management engineering, Fifth International Symposium on Management Engineering (ISME2008), March 15-17, 2008, Kitakushu, Japan. Chi-Yo Huang, Gwo-Hshiung Tzeng, Hong-Chun Wu, Semiconductor Market Fluctuation Indicators and Rules Derivations by Using the Rough Set Theory, Fifth International Symposium on Management Engineering (ISME2008), March 15-17, 2008, Kitakushu, Japan. Yu-Ping Ou Yang, How-Ming Shieh, Gwo-Hshiung Tzeng, Leon Yen4, and ChienChung Chan (2008), Business Aviation Decision-Making using Rough Sets, RSCTC 2008, Springer-Verlag in the Lecture Notes o.n Artificial Intelligence (LNAI) series. EI Yu-Ping Ou Yang, How-Ming Shieh, Gwo-Hshiung Tzeng, Leon Yen4, and ChienChung Chan (2008), Business Aviation Decision-Making using Rough Sets, RSCTC 2008, Springer-Verlag in the Lecture Notes on Artificial Intelligence (LNAI) series. The Sixth International Conference on Rough Sets and Current Trends in Computing, Akron, Ohio, USA, October 23 - 25, 2008. Chien-Chung Chan and Gwo-Hshiung Tzeng (2008), Computing Approximations of Dominance-Based Rough Sets by Bit-Vector Encodings, RSCTC 2008, Springer-Verlag in the Lecture Notes on Artificial Intelligence (LNAI) series. The Sixth International Conference on Rough Sets and Current Trends in Computing, Akron, Ohio, USA, October 23 - 25, 2008. Chia-Li Lin, Meng-Shu Hsieh, Gwo-Hshiung Tzeng (2008), A novel evaluation model for vehicle navigation device market using hybrid MCDM techniques, The 55 9th APIEMS (Asia Pacific Industrial Engineering & Management Systems) Conference and the 11th Asia Pacific Regional Meeting of the International Foundation for Production Research, December 3~5, 2008, Nusa Dua, Bali, Indonesia. Chia-Li Lin, Po-Yu Chen, Gwo-Hshiung Tzeng (2008), Establishing service development strategy of Instant messaging service based on group of motive needs, The 9th APIEMS (Asia Pacific Industrial Engineering & Management Systems) Conference and the 11th Asia Pacific Regional Meeting of the International Foundation for Production Research, December 3~5, 2008, Nusa Dua, Bali, Indonesia. Gwo-Hshiung Tzeng, Chia-Li Lin, Ying-Hsiu Shih, Hsiao-Cheng Yu (2008), Building a service development strategy model for new e-era digital music provider by using a novel MCDM technique, The 9th APIEMS (Asia Pacific Industrial Engineering & Management Systems) Conference and the 11th Asia Pacific Regional Meeting of the International Foundation for Production Research, December 3~5, 2008, Nusa Dua, Bali, Indonesia. Wei-Wuu Syu and Gwo-Hshiung Tzeng (2008), Combining cluster analysis with rough set theory for financial crisis predication of electrics industry, Joint Conference of WEHIA 2008 & the 7th CIEF 2008, December 5~7, 2008, Kainan University, Taiwan 2007 James K. C. Chen, Gwo-Hshiung Tzeng, Benjamin Yuan, “Building an Efficient Planning Model for Global Win-Win Supply Chain Systems in E-Era Paper” (Paper ID:608), APIEMS &CIIE Conference 2007, December 9-12, 2007. Ya-Ti Lin, Hsiao-Cheng Yu, Gwo-Hshiung Tzeng, “Building an Evaluation Model of Wafer Test Vendor Selection for Semiconductor Industry by Using Hybrid MCDM Techniques” (Paper ID: 815), APIEMS &CIIE Conference 2007, December 9-12, 2007. Chia-Li Lin, Gwo-Hshiung Tzeng, “Paper Title: Building the Value-Created System of Science/Technology-Park using DEMATEL” Technique” (Paper ID: 828), APIEMS &CIIE Conference 2007, December 9-12, 2007. Gwo-Hshiung Tzeng, Ying-Hsiu Shih, Chia-Li Lin, “Combined De Novo Programming with MODM Techniques to Build R&D Resources Design Model for Consumer-Electronic Companies” (Paper ID: 838), APIEMS &CIIE Conference 2007, December 9-12, 2007. Gwo-Hshiung Tzeng, Chin-Yi Chen, Yu-Jing Chiu, Chih-Chiang Cheng, “Appling Analytic Hierarchy Process to Telematics On-Board System Selection Decisions” The 22nd European Conference on Operational Research XXII (EURO07), Prague, Czech Republic, July 8-11, 2007. Gwo-Hshiung Tzeng, Chin-Yi Chen, Yu-Jing Chiu, Chih-Chiang Cheng, “Based on DEMATEL with AHP/ANP on MCDM Techniques to Telematics On-Board Systems Improvement and Selection”, The 22nd European Conference on Operational Research XXII (EURO07), Prague, Czech Republic, July 8-11, 2007. Gwo-Hshiung Tzeng, Chia-Li Lin, Meng-Shu Hsieh, Building telematics system evaluation model for vehicles industry using MCDM techniques with dependence and feedback, The 22nd European Conference on Operational Research XXII (EURO07), Prague, Czech Republic, July 8-11, 2007. 2006 56 Chen-Yi Hsu, Wen-Hsiung Lee, Ke-Ting Chen, Gwo-Hshiung Tzeng, “FMCDM with Fuzzy DEMATEL Approach for Customers’ Choice Behavior Model” ( M4A1), The 7th Pacific Industrial Engineering & anagement Systems APIEMS2008), Intercontinental Hotel Bangkok, December 7-20, 2006. Chen-Yi Hsu, Gwo-Hshiung Tzeng, Yen-Jen Ho, Ke-Ting Chen, “Marketing Strategy Planning Based on Customer Purchasing Behavior by evaluating the Mobile Phone Market” ( T2G2), The 7th Pacific Industrial Engineering & anagement Systems (APIEMS2008), Intercontinental Hotel Bangkok, December 7-20, 2006. G.-H Tzeng; M.-L. Chang; T. Dow Huang, “Multi-level Multi-objective Supply Chain Planning: a Textile Industry Example”, 7th International Conference on MultiObjective Programming and Goal Programming (MOPGP’ 06); Loire Valley June 12-14, 2006; Old city hall of Tours, France. Ke-Ting, Chen; Gwo-Hshiung, Tzeng; Chen-Yi, Hsu; Jui-Chang, Lin, “Preference of Key Attribute Based on Customer Purchasing Behaviors for Automobile Market”, 6th Annual Hawaii International Conference on Business, May 2528, 2006, Hawaii. Yen-Jen Ho, Ke-Ting Chen, Justyna Matysiewicz, Gwo-Hshiung Tzeng Combining DEMATEL with MCDM Approach to Develop Marketing Strategy Based on Customer Choice Behaviors- The Case of Notebook Computers Marketing Paper, 6th Annual Hawaii International Conference on Business, May 25-28, 2006, Hawaii. Woan-Jiun, Gao; Gwo-Hshiung, Tzeng, Evaluating the Multi-Functional Notebooks for Purchase Choice-Behavior Using Rough Sets, 6th Annual Hawaii International Conference on Business, May 25-28, 2006, Hawaii. Jhieh-Yu Shyng, Gwo-Hshiung Tzeng, Data Mining for Multi-Domain DecisionMaking Based on Rough Set Theory, 2006 IEEE International Conference on Systems, Man and Cybernetics, Taipei, Taiwan, October 8-11, 2006. Tuan-Fang Fan, Churn-Jung Liau, Duen-Ren Liu and Gwo-Hshiung Tzeng, Granulation Based on Hybrid Information Systems, 2006 IEEE International Conference on Systems, Man and Cybernetics, Taipei, Taiwan, October 8-11, 2006. Hung-Yi Wu, Gwo-Hshiung Tzeng, and Yi-Hsuan Chen, Evaluation of Banking Performance Based on Balance Scorecard, Proceedings of the 11th Annual International Conference on Industrial Engineering Theory, Applications & Practice, October 24-27, 2006, Nagoya, Japan. 36 36 2005 Hsiao, Hsiang-Yuan; Chiang, Cheng-Hsin; Tzeng, Gwo-Hshiung, “Developing Energy Effieiency Based on Technology Strategy/Innovation for Deriving New Car Market, the 28th Annual IAEE International Conference, June 3-6, 2005, The Grand Hotel, Taipei. Lin, Cheng-Wei; Tzeng, Gwo-Hshiung; Lu, Shih-Tong, Alternative-fuel Buses Selection: Combining Factor Analysis and Multiplicative Evaluation Model, the 28th Annual IAEE International Conference, June 3-6, 2005, The Grand Hotel, Taipei. Chiou, Hua-Kai; Tzeng, Gwo-Hshiung; Wan, Chia-Chin, “Fuzzy C-Means Clustering for Analyzing the Development Strategy of NANO-Technology Industry in Taiwan”, Sixth Annual Global Information Technology Management Association 57 (GITMA) World Conference, June 5-7, 2005, Anchorage, Alaska, USA. Chiou, Hua-Kai; Tzeng, Gwo-Hshiung, “Fuzzy Multi-Objective Programming for Evaluating the Performance of Government Funded R&D Projects with Interval Data in Taiwan”, Sixth Annual Global Information Technology Management Association (GITMA) World Conference, June 5-7, 2005, Anchorage, Alaska, USA. Tzeng, Gwo-Hshiung; Chiou, Hua-Kai; Wan, Chia-Chin, “Multi-objective Compromise Optimization Method for Comparing the R&D Strategies of Small, Medium Enterprises in Taiwan”, the 35th International Conference on Computers & Industrial Engineering, June 19-22, 2005, Istanbul, Turkey. Ong, Chorng-Shyong; Huang, Jih-Jeng; Tzeng, Gwo-Hshiung, “A Mathematical Programming Choquet Integral for Multicriteria Decision Making”, the 35th International Conference on Computers & Industrial Engineering, June 19-22, 2005, Istanbul, Turkey. Lo, Mei-Chen; Chang, Chun-Ten; Tzeng,Gwo-Hshiung; Tseng, Fang Mei, “AHP and Wafer Foundries”, 8th International Symposium on the Analytic Hierarchy Process, University of Hawaii, Honolulu, Hawaii, July 8-10, 2005. Chiou, Hua-Kai; Wan, Chia-Chin; Tzeng, Gwo-Hshiung, “Fuzzy AHP for R&D Consortia”, 8th International Symposium on the Analytic Hierarchy Process, University of Hawaii, Honolulu, Hawaii, July 8-10, 2005. Wang, Shin-Yun; Lee, Cheng-Few; Tzeng, Gwo-Hshiung, “Fuzzy AHP & Fund Performance”, 8th International Symposium on the Analytic Hierarchy Process, University of Hawaii, Honolulu, Hawaii, July 8-10, 2005. Chiou, Hua-Kai; Wan, Chia-Chin; Tzeng, Gwo-Hshiung, “Fuzzy AHP with Grey Relation Analysis for Evaluating the Performance of R&D Consortia”, 17th Triennial Conference of the International Federation of Operational Research Societies (IFORS), Hilton Hawaiian Village Beach Resort & Spa Honolulu, Hawaii, July 11-15, 2005. Lo, Mei-Chen, Tseng, Fang-Mei; Tzeng, Gwo-Hshiung, ”Applied MCDM Approach for Measuring Information Quality”, 17th Triennial Conference of the International Federation of Operational Research Societies (IFORS), Hilton Hawaiian Village Beach Resort & Spa Honolulu, Hawaii, July 11-15, 2005. Lo, Mei-Chen; Chang, Chun-Ten; Matysiewicz, Justy; Tzeng,Gwo-Hshiung; “The International Business Strategies Using AHP- Case of Taiwan Semiconductor Industry”, The Asia Pacific Industrial Engineering Conference, Mandarin Oriental Hotel, Manila, Philippines, December 4-7, 2005. Chen, Ke-Ting; Hsu, Chen-Yi; Tzeng, Gwo-Hshiung, “Combining DEMATEL with the MCDM approach for Assessing the Recreational Automobile Market”, The Asia Pacific Industrial Engineering Conference, Mandarin Oriental Hotel, Manila, Philippines, December 4-7, 2005. 2004 Chiou,Hua-Kai, Tzeng, Gwo-Hshiung, “An Empirical Study on Performance of Air Force Accounting & Statistics Departments in Taiwan”,34th International Conference on Computers & Industrial Engineering, San Francisco, California, USA, November 14- November 16, 2004. Fan,Tuan-Fang, Liu,Duen-Ren, Tzeng, Gwo-Hshiung, “Rough Set-based Logics for Multicriteria Decision Analysis”, 34th International Conference on Computers & 58 Industrial Engineering, San Francisco, California, USA, November 14- November 16, 2004. Benjamin J.C.Yuan, Tzeng, Gwo-Hshiung, Wang,Chien-Pin,“FMCDM Approach for Evaluating the Strategies of Fuel Cell Development in Taiwan”, PICMET’04 Symposium, Korea, July31-August 4, 2004. Chiou,Hua-Kai, Tzeng, Gwo-Hshiung, “IDEA with FMOP Method for Evaluating the Performance of Budget-Accounting & Statistics Departments of Taiwan Air Force ”, PICMET’04 Symposium, Korea, July31-August 4, 2004. Chiou,Hua-Kai, Tzeng, Gwo-Hshiung, Benjamin J.C.Yuan, “Evaluating the Performance of R&D Project in Taiwan Using Data Environment Analysis with Imprecise Data” , PICMET’04 Symposium, Korea, July31-August 4, 2004. Chiou,Hua-Kai, Tzeng, Gwo-Hshiung, Liu,Gia-Shie,Cheng,Chih-Kang,“Gray Prediction Model for Forecasting the Planning Material of Equipment Spare Parts in Navy of Taiwan” PICMET’04 Symposium, Korea, July31-August 4, 2004. Yu, Jing-Rung; Tzeng, Gwo-Hshiung; Chiang, Chin-I, “Fuzzy Multiple Objective DEA for Supplier Rating in Semiconductor Manufacturing Industry”, 17th International Conference on MCDM, Whistler, British Columbia, Canada, August 6-11, 2004. Tsou, Yu-Yuan; Chiou, Hua-Kai; Tzeng, Gwo-Hshiung, “Performance Evaluation Using By Integrated Model of Imprecise Data Envelopment Analysis With Fuzzy Multiple Programming”, 17th International Conference on MCDM, Whistler, British Columbia, Canada, August 6-11, 2004. Chiou, Hua-Kai; Tzeng, Gwo-Hshiung; Cheng,Chih-Kang, “Grey Prediction GM(1,1) Model for Forecating Demand of Planned Spare Parts in Navy of Taiwan”, 17th International Conference on MCDM, Whistler, British Columbia, Canada, August 6-11, 2004. Chen, Hsiao-Chi; Shyu, Joseph Z., Tzeng, Gwo-Hshiung, “Comparison Analysis of Possibility Grey Forecasting and Regression to the Stock-Market”, 17th International Conference on MCDM, Whistler, British Columbia, Canada, August 6-11, 2004. Chen, Ren-Shuai; Shyu, Joseph Z., Tzeng, Gwo-Hshiung, “Selecting a Weapon System Using Zero-One Goal Programming”, 17th International Conference on MCDM, Whistler, British Columbia, Canada, August 6-11, 2004. Lee, Cheng-Few; Tzeng, Gwo-Hshiung; Wang, Shin-Yun, “A New Application of Fuzzy Set Theory to the Block-Scholes Option Pricing Model”, 17th International Conference on MCDM, Whistler, British Columbia, Canada, August 6-11, 2004. Lo, Mei-Chen;Chang,Chun-Ten; Tzeng,Gwo-Hshiung, “Effect Evaluation On Enforcing Information Quality Of Knowledge Management”, 17th International Conference on MCDM, Whistler, British Columbia, Canada, August 6-11, 2004. Chiou, Hua-Kai; Tzeng, Gwo-Hshiung, “Fuzzy C-Means Clustering For The Optimal Strategy Combination Of Nanotechnology Industry In Taiwan”, 17th International Conference on MCDM, Whistler, British Columbia, Canada, August 6-11, 2004. Sha,Kristy H.C.K.;Hung,C.Y.; Tzeng, Gwo-Hshiung, “Establishing Strategies For Development Of An Emergent Integrated Network Industry:A Fuzzy MCDM Approach”, 17th International Conference on MCDM, Whistler, British Columbia, Canada, August 6-11, 2004. Chen, Mei-Fang.; Tzeng, Gwo-Hshiung, “Fuzzy Integral MCDM Technique For Analyzing And Evaluating The Expatriate Assignments”, 17th International Conference on MCDM, Whistler, British Columbia, Canada, August 6-11, 2004. Tang,Wen-Han;Hung,Chih-Young; Tzeng, Gwo-Hshiung, “Evaluating The Strategies 59 Of Enhanceing Educational Effects Of The Department Of Command & General Staff Of Army Of Defense University – A Case Study Of The Application Of Fuzzy Integral MCDM ”, 17th International Conference on MCDM, Whistler, British Columbia, Canada, August 6-11, 2004. 2003 Lee, Hong-Yuh, Tzeng, Gwo-Hshiung, and Yu, Hsiao-Cheng, “Fuzzy Multi-Criteria Decision-Making (FMCDM) for Evaluating IC Design House System on Chip Capability Strategy in Taiwan”, Portland International Conference on Management of Engineering and Technology, July 20-24, 2003, Portland, Oregon USA. Lai, Hsien-Che, Shyu, Joseph Z., and Tzeng, Gwo-Hshiung, “Fuzzy Integral MCDM Approach for Evaluating the Effects of Innovation Policies: An Empirical Study of IC Design Industry in Taiwan”, Portland International Conference on Management of Engineering and Technology, July 20-24, 2003, Portland, Oregon USA. Lo, Mei-Chen, Chang, Chun-Yen, and Tzeng, Gwo-Hshiung, “Headcount Requirement Forecast Model for Wafer Fab Operation”, Portland International Conference on Management of Engineering and Technology, July 20-24, 2003, Portland, Oregon USA. Chen, Mei-Fang, Tzeng, Gwo-Hshiung, and Ding, Cherng G., “Fuzzy MCDM Approach to Select Service Provider”, The IEEE International Congerence on Fuzzy System, May 25-28, 2003, St. Louis Missouri, USA. Chang, Jia-Ruey, Tzeng, Gwo-Hshiung, Hung, Ching-Tsung, and Lin, Hsin-Hwa, “Non-Additive Fzzy Regression Applied to Establish Flexible Pavement Present Serviceability Index”, The IEEE International Congerence on Fuzzy System, May 25-28, 2003, St. Louis Missouri, USA. 2002 Tzeng, Gwo-Hshiung, Hung, Yu-Min, and Chang, Min-Lan, “Multiple Objective Planning for Production and Distribution Model of Supply Chain: Case of Bicycle Manufacturer”, The 2nd International Conference on Electronic Business, December 10-13, 2002, Taipei. Lu, Shih-Tong and Tzeng, Gwo-Hshiung, “A Decision Support System for Construction Project Risk Assessment”, The 2nd International Conference on Electronic Business, December 10-13, 2002, Taipei. Tzeng, Gwo-Hshiung, Chen, Ruey-Shun and Hu, Yi-Chung, “Mining Sequential Patterns Using Concepts of Fuzzy Sets”, The 30th International Conference on Computers & Industrial Engineering, June 29-July 2, 2002, Tinos Island, Greece. Tzeng, Gwo-Hshiung and Chiu, Yu-Jing, “Evaluating Intelligent Transportation Security Systems Using MCDM”, The 30th International Conference on Computers & Industrial Engineering, June 29-July 2, 2002, Tinos Island, Greece. Tzeng, Gwo-Hshiung, Opricovic, Serafim and Pavlicic, Dubravka, “Normalization in Multicriteria Decision Making”, The 30th International Conference on Computers & Industrial Engineering, June 29-July 2, 2002, Tinos Island, Greece. Tzeng, Gwo-Hshiung and Wu, Kun-Hui, “A Possibility Grey Forecasting Model for Application in Forecasting Stock-Market Prices in Taiwan”, The 30th International Conference on Computers & Industrial Engineering, June 29-July 2, 60 2002, Tinos Island, Greece. Tzeng, Gwo-Hshiung and Yu, Ching-Ying, “An Applied Fuzzy Integral Logit Model to Internet Telephony and Choice Behavior”, The 30th International Conference on Computers & Industrial Engineering, June 29-July 2, 2002, Tinos Island, Greece. Tzeng, Gwo-Hshiung and Opricovic, Serafim, “Multicriteria Expansion of A Comprtence Set Using Genetic Algorithm”, The 15th International Conference on Multi-Objective Programming and Goal Programming: Theory & Applications, June 4-7, 2002, Nara, Japan. Tzeng, Gwo-Hshiung, Lee, C. and Liu, L. C., “DEA for Evaluating the CurrentPeriod and Cross-Period Efficiency of Taiwan’s Upgraded Technical Institutes”, The 15th International Conference on Multi-Objective Programming and Goal Programming: Theory & Applications, June 4-7, 2002, Nara, Japan. Tzeng Gwo-Hshiung, Wang, J. C. and Chen, T. Y., “Exploring Decision Making Process Based on Competence Set Analysis”, The 15th International Conference on Multi-Objective Programming and Goal Programming: Theory & Applications, June 4-7, 2002, Nara, Japan. Tzeng, Gwo-Hshiung, Lee, C. and Liu, L. C., “Using DEA of REM and EAM for Efficiency Assessment of Technology Institutes Upgraded from Junior College: Case in Taiwan”, The 15th International Conference on Multi-Objective Programming and Goal Programming: Theory & Applications, June 4-7, 2002, Nara, Japan. Tzeng, Gwo-Hshiung and Opricovic, Serafim, “Screening Alternatives by DEA for Multi-Criteria Decision Making”, The 15th International Conference on MultiObjective Programming and Goal Programming: Theory & Applications, June 47, 2002, Nara, Japan. Tzeng, Gwo-Hshiung, “Multiple Objective Decision Making in Past, Present, and Future”, Plenary Session, The 15th International Conference on Multi-Objective Programming and Goal Programming: Theory & Applications, June 4-7, 2002, Nara, Japan. Tzeng, Gwo-Hahiung, Chen, C. M., Chiou, Y. J. and Hu, Y. C., “Competenct Sets for Obtaining Scheduling Plans in Intelligent Transportation Security Systems”, The 15th International Conference on Multi-Objective Programming and Goal Programming: Theory & Applications, June 4-7, 2002, Nara, Japan. Tzeng, Gwo-Hshiung and Chiou, Hua-Kai, “A New Approach of Multi-Criteria Optimization and Compromise Solution for MCDM Problems”, The 15th International Conference on Multi-Objective Programming and Goal Programming: Theory & Applications, June 4-7, 2002, Nara, Japan. Tzeng, Gwo-Hshiung, Tseng, Fang-Mei and Yu, Ching-Ying, “Partitioned Fuzzy Integral Logit Model”, 2002 World Congress on Computational Intelligence, May 12-17, 2002, Hawaii, USA. Tzeng, Gwo-Hshiung and Shuai, Jia-Jane, “Multi Source Fabless-Foundry Partnership Decision Model”, 16TH MCDM World Conference, February 18 -22, 2002, Semmering, Austria. Tzeng, Gwo-Hshiung and Chiuo, Hua-Kai, “Determining the Sustainable Strategies for Aquatic Industry by Using a Fuzzy FMCDM Method”, 16TH MCDM World Conference, February 18 -22, 2002, Semmering, Austria. Tzeng, Gwo-Hshiung, “Combined Fuzzy Factor Analysis and Fuzzy Integral for Evaluating Developmental Strategies of Hybrid Vehicle”, 16TH MCDM World Conference, February 18 -22, 2002, Semmering, Austria. 61 2001 Tzeng, Gwo-Hshiung; Shee, Daniel Y. and Tang, Michael T., “An MCDM Framework for Assessing ISPs: The Fuzzy Synthesis Decisions of Additive and Non-Additive Measurements”, The 2nd Annual Global Information Technology Management (GITM) World Conference, June 10 -12, 2001, Dallas, Texas, USA. Tzeng, Gwo-Hshiung and Chu, Ko-Tsung, “Development Strategy Based on Industrial Ranking by Using Fuzzy-Integral Evaluation and Multiobjective Planning”, The 18th World Energy Congress, Buenos Aires, October 23rd, 2000. Tzeng, Gwo-Hshiung, Teng, Junn-Yuan, Lin, Chen-Wei; and Chang, Sen-Lin, “Fuzzy Multi-criteria Evaluation Method for Development Strategies of Hybrid Electric Vehicles”, The 18th World Energy Congress, Buenos Aires, October 23rd., 2000. Hu, Yi-Chung, Tzeng, Gwo-Hshiung, and Chen, Ruey-Shun, “Discovering Fuzzy Concepts for Expanding Competence Set”, 2nd International Symposium on Advanced Intelligent System, Korea, August 24,25, 2001. Tzeng, Gwo-Hshiung, Hwang, Min-Jiu, Shieh, Jia-Horng, and Wu, Hsin-Chi, “Applying Fuzzy AHP and Nonadditive Fuzzy Integral Methods for Evaluation and Selection of Construction Project Contractor”, ISAHP2001, Berne, Switzerland, August 2-4, 2001. 2000 Tzeng, Gwo-Hshiung and Lin, Chen-Wei, “A New Idea of MCDM with Partitioned Hierarchy and Fuzzy Integral Using Multivariate Analysis”, The Fifth International Conference on Multiple Criteria Decision Making, July 10-14, 2000, Middle East Technical University, Ankara, Turkey. Tzeng, Gwo-Hshiung, Chen, Yuh-Wen, Shieh, Jia-Horng, and Sai, Li-Min, “Fuzzy Multi-objective Combinatorial Optimization Programming for the Route Choice of Transporting Nuclear Waste”, The Fifth International Conference on Multiple Criteria Decision Making, July 10-14, 2000, Middle East Technical University, Ankara, Turkey. Opricovic, Serafim and Tzeng, Gwo-Hshiung, “Applying MCDM to Post-Earthquake Reconstruction”, The Fifth International Conference on Multiple Criteria Decision Making, July 10-14, 2000, Middle East Technical University, Ankara, Turkey. Tzeng, Gwo-Hshiung, Lin, Jyh-Dong, Chang, Jia-Ruey, and Chang, Chi-Chiao, “Fuzzy Approach Applied to Establish Flexible Pavement Condition Quality Index”, The Fifth International Conference on Multiple Criteria Decision Making, July 10-14, 2000, Middle East Technical University, Ankara, Turkey. Tzeng, Gwo-Hshiung, Lin, Chen-Wei, and Lee, Meng-Yu, “Multi-objective Programming Model for Selecting Pavement Maintenance Method”, The Fifth International Conference on Multiple Criteria Decision Making, July 10-14, 2000, Middle East Technical University, Ankara, Turkey. Tzeng, Gwo-Hshiung, Lin, Jyh-Dong, Chang, Jia-Ruey, Hung, Chung-Tsung, and Liu, Xing-You, “The Assessment of Management Effectiveness in Construction Company”, The Fifth International Conference on Multiple Criteria Decision Making, July 10-14, 2000, Middle East Technical University, Ankara, Turkey. Chen, Yuh-Wen and Tzeng, Gwo-Hshiung, “Determining the Optimal Reconstruction Priority of a Post-earthquake Road-network”, The Eighth International 62 Conference on Computing in Civil and Building Engineering, August 14-17, 2000, Stanford University, Stanford, California, USA. Opricovic, Serafim and Tzeng, Gwo-Hshiung, “Multicriteria Scheduling in Water Resources Engineering Using Genetic Algorithm”, The Eighth International Conference on Computing in Civil and Building Engineering, August 14-17, 2000, Stanford University, Stanford, California, USA. Opricovic, Serafim and Tzeng, Gwo-Hshiung, Fuzzy Multicriteria Model for PostEarthquake Land-Use Planning”, The Fifth International Symposium on Environmental Geotechnology and Global Sustainable Development, August 1723, 2000, National University of Minas Gerais, Brazil. Opricovic, Serafim and Tzeng, Gwo-Hshiung, “Applying Dynamic Programming and Genetic Algorithm to Scheduling Problem: A Comparison”, The 8th Bellman Continuum International Workshop on Intelligent Systems Resolutions, December 11-12, 2000, National Tsing Hua University, Taiwan. Chiang, C. I. and Tzeng, G. H., “A Fuzzy Multiple Objective Programming Approach to Data Envelopment Analysis”, The 8th Bellman Continuum International Workshop on Intelligent Systems Resolutions, December 11-12, 2000, National Tsing Hua University, Taiwan. Lee, Meng-Yu and Tzeng, Gwo-Hshinng, “The Human Resource Development of Information Industry in Taiwan”, The 8th Bellman Continuum International Workshop on Intelligent Systems Resolutions, December 11-12, 2000, National Tsing Hua University, Taiwan. 1999 Chen, Yuh-Wen and Tzeng, Gwo-Hshiung, “Implementing a Traffic Assignment Model with Fuzzy Integral”, The Eighth International Fuzzy Systems Association World Congress, IFSA’99, The Grand Hotel Taipei, August 16-20, 1999. Tzeng, Gwo-Hshiung and Chen, Yuh-Wen, “A Fuzzy Multi-Objective Model for Reconstructing Post-Earthquate Road-Network by Genetic Algorithm”, The Eighth International Fuzzy Systems Association World Congress, IFSA’99, The Grand Hotel Taipei, August 16-20, 1999. Tzeng, Gwo-Hshiung, Opricovic, Serafim, and Yeh, Wen-Chir, “Multicriteria Model for Recreation Area Development”, Retrospect & Prospect for Regional Development in the 21st Century, The Proceedings of International Symposium on City Planning, Tainan, Taiwan, September, 18-19, 1999. 1998 Tzeng, G. H. “The fuzzy set theory and DEA model for forecasting production efficiency: Case study for Taipei city bus company”, 3rd International Conference on Multiple Objective Programming and Goal Programming, Quebec City, May 31 and June 1-2,1998. Tzeng, G. H. and Chen, Y. W. “Fuzzy multiobjective reconstruction plan for postearthquake road-network by genetic algorithm, XIV-th International Conference on Multiple Criteria Decision Making, Charlottesville, U.S.A. June 8-12, 1998. Tzeng, G. H., Li C. F., and Chiang C. I. “A bilevel multiobjective programming model for allocating the battery exchanging stations”, XIV-th International Conference on Multiple Criteria Decision Making, Charlottesville, U.S.A. June 812, 1998. 63 1997 Tzeng, Gwo-Hshiung, Hwang, Ming-Jin, and Liu, Yi-Hsin, “Dynamic Optimal Expansion for Fuzzy Competence Sets of Multistage-Multiobjective”, International Conference on Methods and Applications of Multiple Criteria Decision Making, Mons, Belgium, May 14-16, 1997. Tzeng, Gwo-Hshiung and Lin, Jen-Jia, “Emergency facilities layout in new development planning area by using TOPSIS multiple objective programming”, 13th International Conference on multiple Criteria Decision Making, University of Cape Town, January 6-10, 1997. Tzeng, Gwo-Hshiung and Chen, Yuh-Wen, “Fuzzy multiple programming for fire station location plan: a case study of Taipei international airport in Taiwan”, 13th International Conference on multiple Criteria Decision Making, University of Cape Town, January 6-10, 1997. Tsaur, Sheng-Hshiung, Tzeng, Gwo-Hshiung, and Chen, Szu-ying, “Multiple objective programming for the decision of recreational carrying capacity”, 13th International Conference on multiple Criteria Decision Making, University of Cape Town, January 6-10, 1997. Chiou, Yu-Chiun, Lan, Lawrence W., and Tzeng, Gwo-Hshiung, “Multiobjective optimization of site selection for mainline barrier-type toll stations- application of genetic algorithms”, 13th International Conference on multiple Criteria Decision Making, University of Cape Town, January 6-10, 1997. 1996 Tzeng, Gwo-Hshiung and Lin, Jen-Jia, “Emergency Facilities Layout in New Development Planning Area by Using TOPSIS Fuzzy Multiobjective Programming Approach”, 1996 Asian Fuzzy Systems Symposium, Decmber 1114, 1996, Caesar Park Hotel Kenting, Taiwan. Transportation problem for coal Allocation Planning: Case of Taipower”, World Energy council 16th Congress, October 8-12, 1996, Tokyo, Japan. C. Other Publications: Project Researches 2014 Gwo-Hshiung Tzeng, New Hybrid Dynamic MCDM Model in Developments and its Applications (新式混合動態多評準決策模式之開發與其應用), 101-2410-H424-009-MY3 (3/3), August 1, 2014 – July 31, 2015. Gwo-Hshiung Tzeng, Determine the market position for VTS service systems based on service value position (以服務價值主張建構車導資通訊服務系統之市場定 位 ), 101-2221-E-424-005-MY3 (2/3), August 1, 2014 – July 31, 2015. Gwo-Hshiung Tzeng, Determining the tourism resource plan based on the service market position using the novel MCDM approach (以服務市場定位模式建構觀 光資源規劃策略), NSC 102-2410-H-424 -024 – MY2 (2/2), August 1, 2014 – July 31, 2015. Gwo-Hshiung Tzeng. The Academic Website of “Research Methods for ProblemsSolving: Theories and Applications of New Hybrid MCDM Model (「問題解決 之研究方法:新混合式多評準決策模型之理論與應用研究」學術網站申請案), 64 NSC 102-2420-H-002-001-W10308, January 1–December 31, 2014. 2013 Gwo-Hshiung Tzeng, New Hybrid Dynamic MCDM Model in Developments and its Applications (新式混合動態多評準決策模式之開發與其應用), 101-2410-H424-009-MY3 (2/3), August 1, 2013 – July 31, 2014. Gwo-Hshiung Tzeng, Determine the market position for VTS service systems based on service value position (以服務價值主張建構車導資通訊服務系統之市場定 位), 101-2221-E-424-005-MY3 (2/3), August 1, 2013 – July 31, 2014. Gwo-Hshiung Tzeng, Determining the tourism resource plan based on the service market position using the novel MCDM approach (以服務市場定位模式建構觀 光資源規劃策略), NSC 102-2410-H-424 -024 – MY2 (1/2), August 1, 2013 – July 31, 2014. 2012 Gwo-Hshiung Tzeng, New Hybrid Dynamic MCDM Model in Developments and its Applications (新式混合動態多評準決策模式之開發與其應用), 101-2410-H424-009-MY3 (1/3), August, 2012 – July, 2013. Gwo-Hshiung Tzeng, Determine the market position for VTS service systems based on service value position (以服務價值主張建構車導資通訊服務系統之市場定 位), 101-2221-E-424-005-MY3 (1/3), August, 2012 – July, 2013. Gwo-Hshiung Tzeng, Building an MCDM Model for Enterprise Project Governance and R&D Innovation with Concurrent Engineering to Implement Project Management Modeling and Simulation (建構企業專案治理與研發創新同步工 程多評準決策模式模擬) (NSC 99-2632-H-424-001-MY3), (III/III), August, 2012 – July, 2013. Gwo-Hshiung Tzeng, A frontier multiple-criteria decision-making model for Innovation management ( 創 新 管 理 多 準 決 策 模 型 之 應 用 ): Performance analysis based on Hybrid MCDM Technique, NSC-PAS project proposal within the Project-Based Personnel Exchange Program, Taiwan-Poland [Project-based Personnel Exchange Program, PPP (國科會德國及東歐國家 國際合作人員交流 PPP 計畫)] (NSC 100-2911-1-424 -501), (II/II), January 1, 2012 – December 31, 2012. 2011 Gwo-Hshiung Tzeng, Novel Soft Computing Theories Based Multiple Criteria Decision Making Models Developments and Its Application (基於新式軟性計算 理論之多準則決策模式發展與其應用), National Science Council (NSC: 982410-H-424-006-MY3, (III/III)), August, 2011 – July, 20012. Gwo-Hshiung Tzeng, Industrial Evaluation and Strategic Development for Technology Industry of Taiwan By Using MCDM Techniques (台灣科技產業評 估與策略發展之多評準決策), National Science Council (NSC: 98-2221-E-424001-MY3, (III/III)), August, 2011 – July, 2012. Gwo-Hshiung Tzeng, Building an MCDM Model for Enterprise Project Governance and R&D Innovation with Concurrent Engineering to Implement Project Management Modeling and Simulation (建構企業專案治理與研發創新同步工 65 程 多 評 準 決策模式模擬) (NSC 99-2632-H-424-001-MY3), (II/III), August, 2011 – July, 2012. Gwo-Hshiung Tzeng, A frontier multiple-criteria decision-making model for Innovation management ( 創 新 管 理 多 準 決 策 模 型 之 應 用 ): Performance analysis based on Hybrid MCDM Technique, NSC-PAS project proposal within the Project-Based Personnel Exchange Program, Taiwan-Poland [Project-based Personnel Exchange Program, PPP (國科會德國及東歐國家 國際合作人員交流 PPP 計畫)] (NSC 100-2911-1-424 -501), (I/II), January 1, 2011 – December 31, 2011. 099WMRFD1717003 創新管理多評準決策模型之應用 2010 Gwo-Hshiung Tzeng, Novel Soft Computing Theories Based Multiple Criteria Decision Making Models Developments and Its Application (基於新式軟性計算 理論之多準則決策模式發展與其應用), National Science Council (NSC: 982410-H-424-006-MY3, (II/III)), August, 2010 – July, 20011. Gwo-Hshiung Tzeng, Industrial Evaluation and Strategic Development for Technology Industry of Taiwan By Using MCDM Techniques (台灣科技產業評 估與策略發展之多評準決策), National Science Council (NSC: 98-2221-E-424001-MY3, (II/III)), January, August, 2010 – July, 20011. Gwo-Hshiung Tzeng, The Website of Multiple Criteria Decision Making: Theories and Applications IV (多評準決策理論與應用研究網站 IV), National Science Council (NSC 97-2420-H-001-003-MY3-B9801), January 1, 2010 – December 31, 2010. Gwo-Hshiung Tzeng, Building an MCDM Model for Enterprise Project Governance and R&D Innovation with Concurrent Engineering to Implement Project Management Modeling and Simulation (建構企業專案治理與研發創新同步工 程多評準決策模式模擬) (NSC 99-2632-H-424-001-MY3) 2009 Gwo-Hshiung Tzeng, Novel Soft Computing Theories Based Multiple Criteria Decision Making Models Developments and Its Application (基於新式軟性計算 理論之多準則決策模式發展與其應用), National Science Council (NSC: 982410-H-424-006-MY3, (I/III)), August, 2009 – July, 20010. Gwo-Hshiung Tzeng, Industrial Evaluation and Strategic Development for Technology Industry of Taiwan By Using MCDM Techniques (台灣科技產業評 估與策略發展之多評準決策), National Science Council (NSC: 98-2221-E-424001-MY3, (I/III)), August, 2009 – July, 20010. Gwo-Hshiung Tzeng, The Website of Multiple Criteria Decision Making: Theories and Applications III (多評準決策理論與應用研究網站 III), National Science Council (NSC 97-2420-H-001-003-MY3-B9801), January, 2009 – December, 2009. 2008 Gwo-Hshiung Tzeng, “Construct consumer behavior models and analyse relative 66 marketing theories in Telematics product markets” (III/III), National Science Council (NSC 95-2221-E-424-001-MY3), August, 2008– July, 2009. Gwo-Hshiung Tzeng, “New Frontiers of Multiple Criteria Decision Making in Theory and Its Applications” (III/III), National Science Council (NSC 95-2416-H-424003-MY3), August, 2008 – July, 2009 Gwo-Hshiung Tzeng, The Website of Multiple Criteria Decision Making: Theories and Applications II (多評準決策理論與應用研究網站 II), National Science Council (NSC 96-2420-H001-001-B9702), January, 2008 – December, 2008. 2007 Gwo-Hshiung Tzeng, “Construct consumer behavior models and analyse relative marketing theories in Telematics product markets” (II/III), National Science Council (NSC 95-2221-E-424-001-MY3), August, 2007 – July, 2008. Gwo-Hshiung Tzeng, “New Frontiers of Multiple Criteria Decision Making in Theory and Its Applications” (II/III), National Science Council (NSC 95-2416-H-424003-MY3), August, 2007 – July, 2008 Gwo-Hshiung Tzeng, The Website of Multiple Criteria Decision Making: Theories and Applications I (多評準決策理論與應用研究網站 I), National Science Council (NSC 95-2420-H-001-003-B9602), January, 2007 – December, 2007. 2006 Gwo-Hshiung Tzeng, “Construct consumer behavior models and analyse relative marketing theories in Telematics product markets” (I/III), National Science Council (NSC 95-2221-E-424-001-MY3), August, 2006 – July, 2007. Gwo-Hshiung Tzeng, “New Frontiers of Multiple Criteria Decision Making in Theory and Its Applications” (I/III), National Science Council (NSC 95-2416-H-424-003MY3), August, 2006 – July, 2007 2005 Gwo-Hshiung Tzeng, “MCDM approach for Building Supply Chain Systems of Taiwan’s IP Mall in e-Era” (III/III), National Science Council (NSC 94-2213-E 009 -108-MY3), August, 2005 – July, 2006. Gwo-Hshiung Tzeng, “The Theory and Its Applications of Multiple Criteria Decision Making; Evolutionary Soft-Compution for Systems Optimization” (III/III), National Science Council (NSC 94-2416-H -424 -001-MY3), August, 2005 – July, 2006. 2004 Gwo-Hshiung Tzeng, “MCDM approach for Building Supply Chain Systems of Taiwan’s IP Mall in e-Era” (II/III), National Science Council (NSC 93-2213-E 009 -108-MY3), August, 2005 – July, 2006. Gwo-Hshiung Tzeng, “The Theory and Its Applications of Multiple Criteria Decision Making; Evolutionary Soft-Compution for System Optimization” (II/III), 67 National Science Council (NSC 93-2416-H -424 -001-MY3), August, 2005 – July, 2006. 2003 Gwo-Hshiung Tzeng, “MCDM approach for Building Supply Chain Systems of Taiwan’s IP Mall in e-Era” (I/III), National Science Council (NSC 94-2213-E 009 -108-MY3), August, 2003 – July, 2004. Gwo-Hshiung Tzeng, “The Theory and Its Applications of Multiple Criteria Decision Making; Evolutionary Soft-Compution for System Optimization”, National Science Council (NSC 94-2416-H -424 -001-MY3), August, 2003 – July, 2004. Gwo-Hshiung Tzeng, “Human Technology (HT): Intelligent Transportation Systems (ITS)”. Program for Promoting University Academic Excellence (A-92-E-FA06 4-4), April, 2003: March, 2004. 2002 Gwo-Hshiung Tzeng, “Theory Development and its Application of Multiobjective Decision Making (III)”. National Science Council (NSC91-2416-H-009-013), August, 2002 – July, 2003. Gwo-Hshiung Tzeng, “Intelligent Supply Chain Model of Electronic-Commerce Era”. National Science Council (NSC91-2213-E-009-136), August, 2002 – July, 2003. Gwo-Hshiung Tzeng, “The Integration Model of Sustainable Transportation Indices and Strategies”. National Science Council (NSC91-2621-Z-009-002), August, 2002 – July, 2003. Gwo-Hshiung Tzeng, “Human Technology (HT): Intelligent Transportation Systems (ITS)”. Program for Promoting University Academic Excellence (A-91-E-FA064-4), April, 2002: March, 2003. 2001 Gwo-Hshiung Tzeng, “Theory Development and its Application of Multiobjective Decision Making (II)”. National Science Council (NSC90-2416-H-009-002), August, 2001 – July, 2002. Gwo-Hshiung Tzeng, “Intelligent Supply Chain Model of Electronic-Commerce Era”. National Science Council (NSC90-2218-E-009-017), August, 2001 – July, 2002. Gwo-Hshiung Tzeng, “Evaluation Methods of Resource Allocation for National Defense”, Ministry of National Defense (MND-IAO-90-02), January, 2001 – December, 2001. 2000 Gwo-Hshiung Tzeng, “Theory Development and its Application of Multiobjective Decision Making (Ⅰ)”. National Science Council (NSC89-2416-H-009-042), 2000-2001. Gwo-Hshiung Tzeng, “Intelligent Supply Chain Model of Electronic-Commerce Era”. National Science Council (NSC89-2213-E-009-151), 2000-2001. 68 1999 Gwo-Hshiung Tzeng, “Applying Fuzzy Set Theory and Multiple Criteria Decision Making to Combinational Optimization Problem-Case of Three Network Models(Ⅲ)”. National Science Council (NSC 88-2416-H-009-020), 1999-2000. Gwo-Hshiung Tzeng, “Expanding Competence Sets in Fuzzy Environment”. National Science Council (NSC89-2416-H-009-003), 1999-2000. 1998 Gwo-Hshiung Tzeng, “Applying Fuzzy Set Theory and Multiple Criteria Decision Making to Combinational Optimization Problem-Case of Three Network Models(Ⅱ)”. National Science Council (NSC 88-2416-H-009-013), 1998-1999. Gwo-Hshiung Tzeng, “Optimal Plan for Resource Allocation of Pavement Management System (Ⅱ)”. Taiwan Highway Bureau, MOTC. 1998-1999. Gwo-Hshiung Tzeng, “The Attitude and Behavior Analysis to Wards Air Pollution of the Public and Pollution Producers”. National Science Council (NSC88-EPA-ZH-009-003). 1998-1999. Gwo-Hshiung Tzeng, “Evaluation Method for Development Strategies of Hybrid Electric Vehicles”. National Science Council & Chinese Petroleum Corporation. 1998-1999. Gwo-Hshiung Tzeng, “Applying Competence Sets Expansion to Training in Manpower”, National Science Council (NSC88-2416-H-009-007). 1998-1999. 1997 Gwo-Hshiung Tzeng, “Applying Fuzzy Set Theory and Multiple Criteria Decision Making to Combinational Optimization Problem-Case of Three Network Models(Ⅰ)”. National Science Council (NSC 87-2416-H-009-013), 1997-1998. Gwo-Hshiung Tzeng, “Optimal Plan for Resource Allocation of Pavement Management System (Ⅰ)”. Taiwan Highway Bureau, MOTC. 1997-1998. 1996 Gwo-Hshiung Tzeng, “The strategic Model of Fuzzy Multi-Objective Decision Making for Improving Energy Consumption and Quality of Environment: A Case of Taiwan”. National Science Council (NSC 86-2416-H-009-011) 1996-1997. Gwo-Hshiung Tzeng, “A Feasible Study of Technical Survey on Electric Public Bus Vehicle for Urban Transportation Mode”. Institute of Transportation. 1996-1997. Gwo-Hshiung Tzeng, “Related Planning for Promoting the Use of Electronic Motorcycle by Schools and the Community: the Effectiveness of Improvement by Using Electronic Motorcycle”. Environment Protection Administration. 19961997. Gwo-Hshiung Tzeng, “The Decision Support System Planning of Transportation Systems in Post-Disaster Restoration”. Institute of Transportation (A86017). 1996-1997. Gwo-Hshiung Tzeng, “The Suitability and Operation Planning of the Electric Motorcycle Usage in Government and Large-Scale State-Operated Enterprises”. Institute Development Bureau Ministry of Economics Affairs. 1996-1997. 69
Similar documents
RESUME - Taiwan Society of Sustainable Built Environment
Experience of Tainan Ecocity Project in Taiwan, International Conference on Sustainable Building 2007 Taipei, pp.D0901-D0908, Taipei, Taiwan YY Li, CM Chiang, 2007.11., Renovation Process: The Seve...
More information