| Gwo-Hshiung Tzeng New Concepts and Trends of Hybrid MCDM for Tomorrow |
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Tutorial
Lectures:
Tutorial Lectures: Gwo-Hshiung Tzeng ——"New Concepts and Trends in the MCDM Field for Solving Actual Problems - New Hybrid MCDM Model"
Tutorial Lectures: Gwo-Hshiung Tzeng ——"New Concepts and Trends in the MCDM Field for Solving Actual Problems - New Hybrid MCDM Model"
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"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 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 decision-makers 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
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 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 decision-makers 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).
03:15 pm - 05:15 Tutorial2: Gwo-Hshiung TzengNew Concepts and Trends of MCDM for
Tomorrow: Solving Actual Problems.
03:15 pm - 05:15 Tutorial2: Gwo-Hshiung TzengNew Concepts and Trends of MCDM for
Tomorrow: Solving Actual Problems.
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/
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: 36, one is ESI
CiteAlert (July 24, 2009)
July 28, 2012
Dec. 29, 2012 Citations
Title: Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS
Author(s): OPRICOVIC, S; TZENG, GH
Source: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH Volume: 156 Issue: 2 Pages: 445-455 Published: 2004
Times Cited: 366 (Scholar Google 738)
Title: Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL
Author(s): TZENG, GH; CHIANG, CH; LI, CW
Source: EXPERT SYSTEMS WITH APPLICATIONS, Volume: 32, Issue: 4
Pages: 1028-1044
Published: MAY 2007
Times Cited: 160 (Scholar Google 335)
Title: Extended VIKOR method in comparison with outranking methods
Author(s): OPRICOVIC, S; TZENG, GH
Source: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH Volume: 178 Issue: 2
Pages: 514-529 Published: APR 16 2007
Times Cited: 134 (Scholar Google 282)
Title: Multi-criteria analysis of alternative-fuel buses for public transportation
Author(s): Tzeng, G. H.; Lin, C. W.; Opricovic, S.
Source: Energy Policy Volume: 33 Issue: 11
Pages: 1373-1383
Published: 2005
Times Cited: 127 (Scholar Google 232)
Title: Combining grey relation and TOPSIS concepts for selecting an expatriate host country
Author(s): Chen, M. F.; Tzeng, G. H.
Source: Mathematical and Computer Modelling Volume: 40 Issue: 13
Pages: 1473-1490 Published: 2004
Times Cited: 105 (Scholar Google 176)
Title: Building credit scoring models using genetic programming
Author(s): Ong, C. S.; Huang, J. J.; TZENG, G.H.
Source: Expert Systems With Applications, Volume 29, Issue 1, July 2005, Pages 41-47.
Times Cited: 88 (Scholar Google 148)
Title: Multicriteria planning of post-earthquake sustainable reconstruction
Author(s): Opricovic, S.; Tzeng, G. H.
Source: Computer-Aided Civil and Infrastructure Engineering Volume: 17 Pages: 211-220 Published: 2002 Times Cited: 91 (Scholar Google 148)
DOI: 10.1111/1467-8667.00269
Title: A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy
Author(s): WU, CH; TZENG, GH; GOO, YJ; et al.
Source: EXPERT SYSTEMS WITH APPLICATIONS Volume: 32, Issue: 2
Pages: 397-408
Published: FEB 2007
Times Cited: 99 (Scholar Google 191)
Title: Defuzzification within a multicriteria decision model
Author(s): Opricovic, S.; Tzeng, G. H.
Source: International Journal of Uncertainty Fuzziness and Knowledge-Based Systems Volume: 11 Issue: 5 Pages: 635-652 Published: 2003
Times Cited: 86 (Scholar Google 175)
Title: Evaluating tourist risks from fuzzy perspectives
Author(s): Tsaur, S. H.; Tzeng, G. H.; Wang, K. C.
Source: Annals of Tourism Research Volume: 24 Issue: 4 Pages: 796-812 Published: 1997
Times Cited: 80 (Scholar Google 203)
Title: Airline safety measurement using a hybrid model
Author(s): Liou, J. J. H.; Tzeng, G. H.; Chang, H. C.
Source: Journal of Air Transport Management Volume: 13 Issue: 4 Pages: 243-249 Published: 2007
Times Cited: 89 (Scholar Google 177)
Title: Reconfiguring the innovation policy portfolios for Taiwan's SIP Mall industry
Author(s): Huang, C. Y.; Shyu, J. Z.; Tzeng, G. H.
Source: Technovation Volume: 27 Pages: 744-765 Published: 2007
Times Cited: 82
Title: Multidimensional data in multidimensional scaling using the analytic network process
Author(s): Huang, J. J.; Tzeng, G. H.; Ong, C. S.
Source: Pattern Recognition Letters Volume: 26 Pages: 755-767 Published: 2005
Times Cited: 80
DOI: 10.1016/j.patrec.2004.09.037
DOI: 10.1016/j.technovation.2007.04.002
Title: Evaluating sustainable fishing development strategies using a fuzzy MCDM approach
Author(s): Chiou, Hua-Kai, Tzeng, Gwo-Hshiung and Cheng, Ding-Chou,
Source: OMEGA - International Journal of Management Science, Volume 33, Issue 3, June 2005
Pages: 223-234; Published: June 2005
Times Cited: 79 (Scholar Google 147)
CiteAlert (July 24, 2009)
July 28, 2012
Dec. 29, 2012 Citations
Title: Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS
Author(s): OPRICOVIC, S; TZENG, GH
Source: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH Volume: 156 Issue: 2 Pages: 445-455 Published: 2004
Times Cited: 366 (Scholar Google 738)
Title: Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL
Author(s): TZENG, GH; CHIANG, CH; LI, CW
Source: EXPERT SYSTEMS WITH APPLICATIONS, Volume: 32, Issue: 4
Pages: 1028-1044
Published: MAY 2007
Times Cited: 160 (Scholar Google 335)
Title: Extended VIKOR method in comparison with outranking methods
Author(s): OPRICOVIC, S; TZENG, GH
Source: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH Volume: 178 Issue: 2
Pages: 514-529 Published: APR 16 2007
Times Cited: 134 (Scholar Google 282)
Title: Multi-criteria analysis of alternative-fuel buses for public transportation
Author(s): Tzeng, G. H.; Lin, C. W.; Opricovic, S.
Source: Energy Policy Volume: 33 Issue: 11
Pages: 1373-1383
Published: 2005
Times Cited: 127 (Scholar Google 232)
Title: Combining grey relation and TOPSIS concepts for selecting an expatriate host country
Author(s): Chen, M. F.; Tzeng, G. H.
Source: Mathematical and Computer Modelling Volume: 40 Issue: 13
Pages: 1473-1490 Published: 2004
Times Cited: 105 (Scholar Google 176)
Title: Building credit scoring models using genetic programming
Author(s): Ong, C. S.; Huang, J. J.; TZENG, G.H.
Source: Expert Systems With Applications, Volume 29, Issue 1, July 2005, Pages 41-47.
Times Cited: 88 (Scholar Google 148)
Title: Multicriteria planning of post-earthquake sustainable reconstruction
Author(s): Opricovic, S.; Tzeng, G. H.
Source: Computer-Aided Civil and Infrastructure Engineering Volume: 17 Pages: 211-220 Published: 2002 Times Cited: 91 (Scholar Google 148)
DOI: 10.1111/1467-8667.00269
Title: A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy
Author(s): WU, CH; TZENG, GH; GOO, YJ; et al.
Source: EXPERT SYSTEMS WITH APPLICATIONS Volume: 32, Issue: 2
Pages: 397-408
Published: FEB 2007
Times Cited: 99 (Scholar Google 191)
Title: Defuzzification within a multicriteria decision model
Author(s): Opricovic, S.; Tzeng, G. H.
Source: International Journal of Uncertainty Fuzziness and Knowledge-Based Systems Volume: 11 Issue: 5 Pages: 635-652 Published: 2003
Times Cited: 86 (Scholar Google 175)
Title: Evaluating tourist risks from fuzzy perspectives
Author(s): Tsaur, S. H.; Tzeng, G. H.; Wang, K. C.
Source: Annals of Tourism Research Volume: 24 Issue: 4 Pages: 796-812 Published: 1997
Times Cited: 80 (Scholar Google 203)
Title: Airline safety measurement using a hybrid model
Author(s): Liou, J. J. H.; Tzeng, G. H.; Chang, H. C.
Source: Journal of Air Transport Management Volume: 13 Issue: 4 Pages: 243-249 Published: 2007
Times Cited: 89 (Scholar Google 177)
Title: Reconfiguring the innovation policy portfolios for Taiwan's SIP Mall industry
Author(s): Huang, C. Y.; Shyu, J. Z.; Tzeng, G. H.
Source: Technovation Volume: 27 Pages: 744-765 Published: 2007
Times Cited: 82
Title: Multidimensional data in multidimensional scaling using the analytic network process
Author(s): Huang, J. J.; Tzeng, G. H.; Ong, C. S.
Source: Pattern Recognition Letters Volume: 26 Pages: 755-767 Published: 2005
Times Cited: 80
DOI: 10.1016/j.patrec.2004.09.037
DOI: 10.1016/j.technovation.2007.04.002
Title: Evaluating sustainable fishing development strategies using a fuzzy MCDM approach
Author(s): Chiou, Hua-Kai, Tzeng, Gwo-Hshiung and Cheng, Ding-Chou,
Source: OMEGA - International Journal of Management Science, Volume 33, Issue 3, June 2005
Pages: 223-234; Published: June 2005
Times Cited: 79 (Scholar Google 147)
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: 36
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 with citation data are included in the calculations. More information about these data.
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: 36
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 with citation data are included in the calculations. More information about these data.
|
Total Articles in Publication List: 245
Articles With Citation Data:245 Sum of the Times Cited: 4214 Average Citations per Article: 17.20 h-index: 36 Last Updated: 02/02/2014 02:17 GMT |
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
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
Year: 2004
Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS
S Opricovic, GH Tzeng
European Journal of Operational Research 156 (2), 445-455
Cited by 808
Year: 2007
Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL
GH Tzeng, CH Chiang, CW Li
Expert systems with Applications 32 (4), 1028-1044
Cited by 384
YearL 2007
Extended VIKOR method in comparison with outranking methods
S Opricovic, GH Tzeng
European Journal of Operational Research 178 (2), 514-529
Cited by 309
Year: 2005
Multi-criteria analysis of alternative-fuel buses for public transportation
GH Tzeng, CW Lin, S Opricovic
Energy Policy 33 (11), 1373-1383
Cited by 257
Year: 2004
Fuzzy MCDM approach for planning and design tenders selection in public office buildings
TY Hsieh, ST Lu, GH Tzeng
International journal of project management 22 (7), 573-584
Cited by 225
Year: 2007
A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy
CH Wu, GH Tzeng, YJ Goo, WC Fang
Expert systems with applications 32 (2), 397-408
Cited by 205
Year: 1997
Evaluating tourist risks from fuzzy perspectives
T Sheng-Hshiung, T Gwo-Hshiung, W Kuo-Ching
Annals of Tourism Research 24 (4), 796–812
Cited by 204
Year: 2007
Multi-objective optimal planning for designing relief delivery systems
GH Tzeng, HJ Cheng, TD Huang
Transportation Research Part E: Logistics and Transportation Review 43 (6 ...
Cited by 200
Year: 2004
Combining grey relation and TOPSIS concepts for selecting an expatriate host country
MF Chen, GH Tzeng
Mathematical and Computer Modelling 40 (13), 1473-1490
Cited by 199
Year 2007
Airline safety measurement using a hybrid model
JJH Liou, GH Tzeng, HC Chang
Journal of Air Transport Management 13 (4), 243-249
Cited by 194
Year: 2003
Defuzzification within a multicriteria decision model
S Opricovic, GH Tzeng
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems ...
Cited by 194
Year 2002
Multicriteria selection for a restaurant location in Taipei
GH Tzeng, MH Teng, JJ Chen, S Opricovic
International Journal of Hospitality Management 21 (2), 171-187
Cited by 185
Year: 2002
Multicriteria planning of post‐earthquake sustainable reconstruction
S Opricovic, GH Tzeng
Computer‐Aided Civil and Infrastructure Engineering 17 (3), 211-220
Cited by 179
Year: 2005
Building credit scoring models using genetic programming
CS Ong, JJ Huang, GH Tzeng
Expert Systems with Applications 29 (1), 41-47
Cited by 165
Year: 2006
Marketing strategy based on customer behaviour for the LCD-TV
YJ Chiu, HC Chen, GH Tzeng, JZ Shyu
International Journal of Management and Decision Making 7 (2), 143-165
Cited by 159
Year: 2005
Evaluating sustainable fishing development strategies using fuzzy MCDM approach
HK Chiou, GH Tzeng, DC Cheng
Omega 33 (3), 223-234
Cited by 154
Year: 2007
Reconfiguring the innovation policy portfolios for Taiwan's SIP Mall industry
CY Huang, JZ Shyu, GH Tzeng
Technovation 27 (12), 744-765
Cited by 152
Year: 2002
Combining neural network model with seasonal time series ARIMA model
FM Tseng, HC Yu, GH Tzeng
Technological Forecasting and Social Change 69 (1), 71–87
Cited by 150
Year: 2005
Multidimensional data in multidimensional scaling using the analytic network process
JJ Huang, GH Tzeng, CS Ong
Pattern Recognition Letters 26 (6), 755-767
Cited by 149
Year: 2009
A fuzzy MCDM approach for evaluating banking performance based on Balanced Scorecard
HY Wu, GH Tzeng, YH Chen
Expert Systems with Applications 36 (6), 10135-10147
Cited by 146
Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS
S Opricovic, GH Tzeng
European Journal of Operational Research 156 (2), 445-455
Cited by 808
Year: 2007
Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL
GH Tzeng, CH Chiang, CW Li
Expert systems with Applications 32 (4), 1028-1044
Cited by 384
YearL 2007
Extended VIKOR method in comparison with outranking methods
S Opricovic, GH Tzeng
European Journal of Operational Research 178 (2), 514-529
Cited by 309
Year: 2005
Multi-criteria analysis of alternative-fuel buses for public transportation
GH Tzeng, CW Lin, S Opricovic
Energy Policy 33 (11), 1373-1383
Cited by 257
Year: 2004
Fuzzy MCDM approach for planning and design tenders selection in public office buildings
TY Hsieh, ST Lu, GH Tzeng
International journal of project management 22 (7), 573-584
Cited by 225
Year: 2007
A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy
CH Wu, GH Tzeng, YJ Goo, WC Fang
Expert systems with applications 32 (2), 397-408
Cited by 205
Year: 1997
Evaluating tourist risks from fuzzy perspectives
T Sheng-Hshiung, T Gwo-Hshiung, W Kuo-Ching
Annals of Tourism Research 24 (4), 796–812
Cited by 204
Year: 2007
Multi-objective optimal planning for designing relief delivery systems
GH Tzeng, HJ Cheng, TD Huang
Transportation Research Part E: Logistics and Transportation Review 43 (6 ...
Cited by 200
Year: 2004
Combining grey relation and TOPSIS concepts for selecting an expatriate host country
MF Chen, GH Tzeng
Mathematical and Computer Modelling 40 (13), 1473-1490
Cited by 199
Year 2007
Airline safety measurement using a hybrid model
JJH Liou, GH Tzeng, HC Chang
Journal of Air Transport Management 13 (4), 243-249
Cited by 194
Year: 2003
Defuzzification within a multicriteria decision model
S Opricovic, GH Tzeng
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems ...
Cited by 194
Year 2002
Multicriteria selection for a restaurant location in Taipei
GH Tzeng, MH Teng, JJ Chen, S Opricovic
International Journal of Hospitality Management 21 (2), 171-187
Cited by 185
Year: 2002
Multicriteria planning of post‐earthquake sustainable reconstruction
S Opricovic, GH Tzeng
Computer‐Aided Civil and Infrastructure Engineering 17 (3), 211-220
Cited by 179
Year: 2005
Building credit scoring models using genetic programming
CS Ong, JJ Huang, GH Tzeng
Expert Systems with Applications 29 (1), 41-47
Cited by 165
Year: 2006
Marketing strategy based on customer behaviour for the LCD-TV
YJ Chiu, HC Chen, GH Tzeng, JZ Shyu
International Journal of Management and Decision Making 7 (2), 143-165
Cited by 159
Year: 2005
Evaluating sustainable fishing development strategies using fuzzy MCDM approach
HK Chiou, GH Tzeng, DC Cheng
Omega 33 (3), 223-234
Cited by 154
Year: 2007
Reconfiguring the innovation policy portfolios for Taiwan's SIP Mall industry
CY Huang, JZ Shyu, GH Tzeng
Technovation 27 (12), 744-765
Cited by 152
Year: 2002
Combining neural network model with seasonal time series ARIMA model
FM Tseng, HC Yu, GH Tzeng
Technological Forecasting and Social Change 69 (1), 71–87
Cited by 150
Year: 2005
Multidimensional data in multidimensional scaling using the analytic network process
JJ Huang, GH Tzeng, CS Ong
Pattern Recognition Letters 26 (6), 755-767
Cited by 149
Year: 2009
A fuzzy MCDM approach for evaluating banking performance based on Balanced Scorecard
HY Wu, GH Tzeng, YH Chen
Expert Systems with Applications 36 (6), 10135-10147
Cited by 146
Year: 2008
Vendor selection by integrated fuzzy MCDM techniques with independent and interdependent relationships
JL Yang, HN Chiu, GH Tzeng, RH Yeh
Information Sciences 178 (21), 4166-4183
Cited by 132
Year: 2001
Fuzzy ARIMA model for forecasting the foreign exchange market
FM Tseng, GH Tzeng, HC Yu, BJC Yuan
Fuzzy sets and systems 118 (1), 9-19
Cited by 129
Year: 2001
Applied hybrid grey model to forecast seasonal time series
FM Tseng, HC Yu, GH Tzeng
Technological Forecasting and Social Change 67 (2-3), 291–302
Cited by 124
Year: 2008
A novel hybrid MCDM model combined with DEMATEL and ANP with applications
YPO Yang, HM Shieh, JD Leu, GH Tzeng
International Journal of Operations Research 5 (3), 160-168
Cited by 111
Year: 2007
Group decision-making based on concepts of ideal and anti-ideal points in a fuzzy environment
MS Kuo, GH Tzeng, WC Huang
Mathematical and Computer Modelling 45 (3), 324-339
Cited by 109
Year: 2007
Comparison among three analytical methods for knowledge communities group-decision analysis
MT Chu, J Shyu, GH Tzeng, R Khosla
Expert systems with applications 33 (4), 1011-1024
Cited by 107
Year: 1998
A hierarchy fuzzy MCDM method for studying electronic marketing strategies in the information service industry
MT Tang, GH Tzeng
International Academy for Information Management Annual Conference 1998 (1)
Cited by 107
Vendor selection by integrated fuzzy MCDM techniques with independent and interdependent relationships
JL Yang, HN Chiu, GH Tzeng, RH Yeh
Information Sciences 178 (21), 4166-4183
Cited by 132
Year: 2001
Fuzzy ARIMA model for forecasting the foreign exchange market
FM Tseng, GH Tzeng, HC Yu, BJC Yuan
Fuzzy sets and systems 118 (1), 9-19
Cited by 129
Year: 2001
Applied hybrid grey model to forecast seasonal time series
FM Tseng, HC Yu, GH Tzeng
Technological Forecasting and Social Change 67 (2-3), 291–302
Cited by 124
Year: 2008
A novel hybrid MCDM model combined with DEMATEL and ANP with applications
YPO Yang, HM Shieh, JD Leu, GH Tzeng
International Journal of Operations Research 5 (3), 160-168
Cited by 111
Year: 2007
Group decision-making based on concepts of ideal and anti-ideal points in a fuzzy environment
MS Kuo, GH Tzeng, WC Huang
Mathematical and Computer Modelling 45 (3), 324-339
Cited by 109
Year: 2007
Comparison among three analytical methods for knowledge communities group-decision analysis
MT Chu, J Shyu, GH Tzeng, R Khosla
Expert systems with applications 33 (4), 1011-1024
Cited by 107
Year: 1998
A hierarchy fuzzy MCDM method for studying electronic marketing strategies in the information service industry
MT Tang, GH Tzeng
International Academy for Information Management Annual Conference 1998 (1)
Cited by 107
