{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,18]],"date-time":"2026-07-18T02:48:57Z","timestamp":1784342937453,"version":"3.55.0"},"reference-count":47,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2014,9,2]],"date-time":"2014-09-02T00:00:00Z","timestamp":1409616000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2015,4]]},"DOI":"10.1007\/s00500-014-1413-7","type":"journal-article","created":{"date-parts":[[2014,9,1]],"date-time":"2014-09-01T05:25:52Z","timestamp":1409549152000},"page":"859-874","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":49,"title":["A decision rule-based soft computing model for supporting financial performance improvement of the banking industry"],"prefix":"10.1007","volume":"19","author":[{"given":"Kao-Yi","family":"Shen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gwo-Hshiung","family":"Tzeng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2014,9,2]]},"reference":[{"issue":"6","key":"1413_CR1","doi-asserted-by":"crossref","first-page":"1041","DOI":"10.1007\/s00500-010-0580-4","volume":"15","author":"S-I Ao","year":"2011","unstructured":"Ao S-I (2011) A hybrid neural network cybernetic system for quantifying cross-market dynamics and business forecasting. Soft Comput 15(6):1041\u20131053","journal-title":"Soft Comput"},{"key":"1413_CR2","doi-asserted-by":"crossref","unstructured":"B\u0142aszczynski J, Greco S, Matarazzo B, S\u0142owinski R, Szelag M (2013) jMAF-Dominance-based rough set data analysis framework. In: rough sets and intelligent systems-professor Zdzis\u0142aw Pawlak in memoriam. Springer, pp 185\u2013209","DOI":"10.1007\/978-3-642-30344-9_5"},{"issue":"1","key":"1413_CR3","doi-asserted-by":"crossref","first-page":"132","DOI":"10.1016\/j.ejor.2007.05.006","volume":"189","author":"S-Y Chou","year":"2008","unstructured":"Chou S-Y, Chang Y-H, Shen C-Y (2008) A fuzzy simple additive weighting system under group decision-making for facility location selection with objective\/ subjective attributes. Eur J Oper Res 189(1):132\u2013145","journal-title":"Eur J Oper Res"},{"issue":"2","key":"1413_CR4","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1016\/S0377-2217(98)00255-0","volume":"114","author":"A Dimitras","year":"1999","unstructured":"Dimitras A, Slowinski R, Susmaga R, Zopounidis C (1999) Business failure prediction using rough sets. Eur J Oper Res 114(2):263\u2013280","journal-title":"Eur J Oper Res"},{"issue":"2","key":"1413_CR5","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1016\/j.ejor.2009.08.003","volume":"204","author":"MD Fethi","year":"2010","unstructured":"Fethi MD, Pasiouras F (2010) Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey. Eur J Oper Res 204(2):189\u2013198","journal-title":"Eur J Oper Res"},{"issue":"2","key":"1413_CR6","first-page":"211","volume":"22","author":"N Furumoto","year":"2002","unstructured":"Furumoto N, Tabuchi T (2002) A new method of paired comparison by improved DEMATEL method. Application to the integrated evaluation of a medical information which has multiple factors. Jpn J Med Inform 22(2):211\u2013216","journal-title":"Jpn J Med Inform"},{"key":"1413_CR7","volume-title":"World problems, an invitation to further thought within the framework of DEMATEL","author":"A Gabus","year":"1972","unstructured":"Gabus A, Fontela E (1972) World problems, an invitation to further thought within the framework of DEMATEL. Battelle Geneva Research Center, Geneva"},{"key":"1413_CR8","doi-asserted-by":"crossref","unstructured":"Greco S, B, Slowinski R, Stefanowski J (2001) Variable consistency model of dominance-based rough sets approach. In: rough sets and current trends in computing. Springer, pp 170\u2013181","DOI":"10.1007\/3-540-45554-X_20"},{"key":"1413_CR9","series-title":"Handbook of data mining and knowledge discovery","volume-title":"Multicriteria classification by dominance-based rough set approach","author":"S Greco","year":"2002","unstructured":"Greco S, Matarazzo B, Slowinski R (2002) Multicriteria classification by dominance-based rough set approach., Handbook of data mining and knowledge discoveryOxford University Press, New York"},{"key":"1413_CR10","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1016\/j.resconrec.2012.02.009","volume":"66","author":"C-H Hsu","year":"2012","unstructured":"Hsu C-H, Wang F-K, Tzeng G-H (2012) The best vendor selection for conducting the recycled material based on a hybrid MCDM model combining DANP with VIKOR. Res Conserv Recycl 66:95\u2013111","journal-title":"Res Conserv Recycl"},{"issue":"2","key":"1413_CR11","doi-asserted-by":"crossref","first-page":"1039","DOI":"10.1016\/j.amc.2005.05.027","volume":"174","author":"J-J Huang","year":"2006","unstructured":"Huang J-J, Tzeng G-H, Ong C-S (2006) Two-stage genetic programming (2SGP) for the credit scoring model. Appl Math Comput 174(2):1039\u20131053","journal-title":"Appl Math Comput"},{"issue":"6","key":"1413_CR12","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1109\/3468.798071","volume":"29","author":"C Kao","year":"1999","unstructured":"Kao C, Liu S-T (1999) Competitiveness of manufacturing firms: an application of fuzzy weighted average. IEEE Trans Syst Man Cybern A Syst Hum 29(6):661\u2013667","journal-title":"IEEE Trans Syst Man Cybern A Syst Hum"},{"issue":"1","key":"1413_CR13","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1504\/IJRAM.2008.019311","volume":"9","author":"K Kosmidou","year":"2008","unstructured":"Kosmidou K, Zopounidis C (2008) Predicting US commercial bank failures via a multicriteria approach. Int J Risk Assess Manag 9(1):26\u201343","journal-title":"Int J Risk Assess Manag"},{"issue":"6","key":"1413_CR14","doi-asserted-by":"crossref","first-page":"9683","DOI":"10.1016\/j.eswa.2008.11.040","volume":"36","author":"C-L Lin","year":"2009","unstructured":"Lin C-L, Tzeng G-H (2009) A value-created system of science (technology) park by using DEMATEL. Expert Syst Appl 36(6):9683\u20139697","journal-title":"Expert Syst Appl"},{"issue":"4","key":"1413_CR15","doi-asserted-by":"crossref","first-page":"672","DOI":"10.3846\/20294913.2012.753489","volume":"18","author":"J-H Liou","year":"2012","unstructured":"Liou J-H, Tzeng G-H (2012) Comments on \u201cmultiple criteria decision making (MCDM) methods in economics\u201d: an overview. Technol Econ Dev Eco 18(4):672\u2013695","journal-title":"Technol Econ Dev Eco"},{"issue":"2","key":"1413_CR16","doi-asserted-by":"crossref","first-page":"367","DOI":"10.3846\/20294913.2013.811037","volume":"19","author":"J-H Liou","year":"2013","unstructured":"Liou J-H (2013) New concepts and trends of MCDM for tomorrow\u2014in honor of Professor Gwo-Hshiung Tzeng on the occasion of his 70th birthday. Technol Eco Dev Eco 19(2):367\u2013375","journal-title":"Technol Eco Dev Eco"},{"issue":"3","key":"1413_CR17","doi-asserted-by":"crossref","first-page":"357","DOI":"10.1016\/S1007-0214(06)70200-0","volume":"11","author":"G Liu","year":"2006","unstructured":"Liu G, Zhu Y (2006) Credit assessment of contractors: a rough set method. Tsinghua Sci Technol 11(3):357\u2013362","journal-title":"Tsinghua Sci Technol"},{"issue":"2","key":"1413_CR18","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1016\/j.tourman.2011.05.002","volume":"33","author":"C-H Liu","year":"2012","unstructured":"Liu C-H, Tzeng G-H, Lee M-H (2012) Improving tourism policy implementation\u2014the use of hybrid MCDM models. Tour Manag 33(2):413\u2013426","journal-title":"Tour Manag"},{"key":"1413_CR19","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1016\/j.dss.2013.06.006","volume":"56","author":"M-T Lu","year":"2013","unstructured":"Lu M-T, Lin S-W, Tzeng G-H (2013) Improving RFID adoption in Taiwan\u2019s healthcare industry based on a DEMATEL technique with a hybrid MCDM model. Decis Support Syst 56:259\u2013269","journal-title":"Decis Support Syst"},{"key":"1413_CR20","doi-asserted-by":"crossref","unstructured":"Lu M-T, Tzeng, G-H Cheng H, Hsu C-C (2014) Exploring mobile banking services for user behavior in intention adoption: using new hybrid MADM model. Service business","DOI":"10.1007\/s11628-014-0239-9"},{"issue":"4","key":"1413_CR21","doi-asserted-by":"crossref","first-page":"7562","DOI":"10.1016\/j.eswa.2008.09.028","volume":"36","author":"S-T Luo","year":"2009","unstructured":"Luo S-T, Cheng B-W, Hsieh C-H (2009) Prediction model building with clustering-launched classification and support vector machines in credit scoring. Expert Syst Appl 36(4):7562\u20137566","journal-title":"Expert Syst Appl"},{"issue":"4","key":"1413_CR22","doi-asserted-by":"crossref","first-page":"573","DOI":"10.1016\/j.ijforecast.2003.09.013","volume":"20","author":"MP Niemira","year":"2004","unstructured":"Niemira MP, Saaty TL (2004) An analytic network process model for financial-crisis forecasting. Int J Forecast 20(4):573\u2013587","journal-title":"Int J Forecast"},{"issue":"1","key":"1413_CR23","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1016\/j.eswa.2005.01.003","volume":"29","author":"C-S Ong","year":"2005","unstructured":"Ong C-S, Huang J-J, Tzeng G-H (2005) Building credit scoring models using genetic programming. Expert Syst Appl 29(1):41\u201347","journal-title":"Expert Syst Appl"},{"issue":"3","key":"1413_CR24","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1111\/1467-8667.00269","volume":"17","author":"S Opricovic","year":"2002","unstructured":"Opricovic S, Tzeng G-H (2002) Multicriteria planning of post-earthquake sustainable reconstruction. Comput Aided Civil Infrastruct Eng 17(3):211\u2013220","journal-title":"Comput Aided Civil Infrastruct Eng"},{"issue":"2","key":"1413_CR25","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1061\/(ASCE)1527-6988(2003)4:2(59)","volume":"4","author":"S Opricovic","year":"2003","unstructured":"Opricovic S, Tzeng G-H (2003) Fuzzy multicriteria model for post-earthquake land-use planning. Nat Hazard Rev 4(2):59\u201364","journal-title":"Nat Hazard Rev"},{"issue":"2","key":"1413_CR26","doi-asserted-by":"crossref","first-page":"445","DOI":"10.1016\/S0377-2217(03)00020-1","volume":"156","author":"S Opricovic","year":"2004","unstructured":"Opricovic S, Tzeng G-H (2004) Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS. Eur J Oper Res 156(2):445\u2013455","journal-title":"Eur J Oper Res"},{"issue":"2","key":"1413_CR27","doi-asserted-by":"crossref","first-page":"514","DOI":"10.1016\/j.ejor.2006.01.020","volume":"178","author":"S Opricovic","year":"2007","unstructured":"Opricovic S, Tzeng G-H (2007) Extended VIKOR method in comparison with outranking methods. Eur J Oper Res 178(2):514\u2013529","journal-title":"Eur J Oper Res"},{"issue":"5","key":"1413_CR28","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z Pawlak","year":"1982","unstructured":"Pawlak Z (1982) Rough sets. Int J Comput Inf Sci 11(5):341\u2013356","journal-title":"Int J Comput Inf Sci"},{"issue":"4","key":"1413_CR29","doi-asserted-by":"crossref","first-page":"638","DOI":"10.3846\/20294913.2013.837114","volume":"19","author":"K-H Peng","year":"2013","unstructured":"Peng K-H, Tzeng G-H (2013) A hybrid dynamic MADM model for problem-improvement in economics and business. Technol Eco Dev Eco 19(4):638\u2013660","journal-title":"Technol Eco Dev Eco"},{"issue":"4","key":"1413_CR30","doi-asserted-by":"crossref","first-page":"1539","DOI":"10.1016\/j.asoc.2007.12.003","volume":"8","author":"V Ravi","year":"2008","unstructured":"Ravi V, Pramodh C (2008) Threshold accepting trained principal component neural network and feature subset selection: application to bankruptcy prediction in banks. Appl Soft Comput 8(4):1539\u20131548","journal-title":"Appl Soft Comput"},{"key":"1413_CR31","doi-asserted-by":"crossref","unstructured":"Saaty TL (1988) What is the analytic hierarchy process? Springer","DOI":"10.1007\/978-3-642-83555-1_5"},{"key":"1413_CR32","doi-asserted-by":"crossref","unstructured":"Saaty TL (2004) Decision making\u2014the analytic hierarchy and network processes (AHP\/ANP). J Syst Sci Syst Eng 13(1):1\u201335","DOI":"10.1007\/s11518-006-0151-5"},{"key":"1413_CR33","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1016\/j.knosys.2013.07.023","volume":"58","author":"K-Y Shen","year":"2014","unstructured":"Shen K-Y, Yan M-R, Tzeng G-H (2014) Combining VIKOR-DANP model for glamor stock selection and stock performance improvement. Knowl Based Syst 58:86\u201397","journal-title":"Knowl Based Syst"},{"issue":"20","key":"1413_CR34","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1006\/jema.2001.0527","volume":"65","author":"G-H Tzeng","year":"2002","unstructured":"Tzeng G-H, Tsaur S-H, Laiw Y-D, Opricovic S (2002a) Multicriteria analysis of environmental quality in Taipei: public preferences and improvement strategies. J Environ Manag 65(20):109\u2013120","journal-title":"J Environ Manag"},{"issue":"2","key":"1413_CR35","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1016\/S0278-4319(02)00005-1","volume":"21","author":"G-H Tzeng","year":"2002","unstructured":"Tzeng G-H, Teng M-H, Chen J-J, Opricovic S (2002b) Multicriteria selection for a restaurant location in Taipei. Int J Hosp Manag 21(2):171\u2013187","journal-title":"Int J Hosp Manag"},{"issue":"11","key":"1413_CR36","doi-asserted-by":"crossref","first-page":"1373","DOI":"10.1016\/j.enpol.2003.12.014","volume":"33","author":"G-H Tzeng","year":"2005","unstructured":"Tzeng G-H, Lin C-W, Opricovic S (2005) Multi-criteria analysis of alternative-fuel buses for public transportation. Energy Policy 33(11):1373\u20131383","journal-title":"Energy Policy"},{"issue":"4","key":"1413_CR37","doi-asserted-by":"crossref","first-page":"1028","DOI":"10.1016\/j.eswa.2006.02.004","volume":"32","author":"G-H Tzeng","year":"2007","unstructured":"Tzeng G-H, Chiang C-H, Li C-W (2007) Evaluating intertwined effects in e-learning programs: a novel hybrid MCDM model based on factor analysis and DEMATEL. Expert Syst Appl 32(4):1028\u20131044","journal-title":"Expert Syst Appl"},{"issue":"1","key":"1413_CR38","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1007\/s10479-010-0829-4","volume":"197","author":"G-H Tzeng","year":"2012","unstructured":"Tzeng G-H, Huang C-Y (2012) Combined DEMATEL technique with hybrid MCDM methods for creating the aspired intelligent global manufacturing & logistics systems. Ann Oper Res 197(1):159\u2013190","journal-title":"Ann Oper Res"},{"key":"1413_CR39","doi-asserted-by":"crossref","unstructured":"Tzeng G-H, Huang J-J (2011) Multiple attribute decision making: methods and applications. CRC Press","DOI":"10.1201\/b11032"},{"key":"1413_CR40","doi-asserted-by":"crossref","unstructured":"Verikas A, Kalsyte Z, Bacauskiene M, Gelzinis A (2010) Hybrid and ensemble-based soft computing techniques in bankruptcy prediction: a survey. Soft Comput 14(9):995\u20131010","DOI":"10.1007\/s00500-009-0490-5"},{"issue":"2","key":"1413_CR41","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1016\/j.eswa.2005.12.008","volume":"32","author":"C-H Wu","year":"2007","unstructured":"Wu C-H, Tzeng G-H, Goo Y-J, Fang W-C (2007) A real-valued genetic algorithm to optimize the parameters of support vector machine for predicting bankruptcy. Expert Syst Appl 32(2):397\u2013408","journal-title":"Expert Syst Appl"},{"issue":"3","key":"1413_CR42","doi-asserted-by":"crossref","first-page":"4725","DOI":"10.1016\/j.eswa.2008.06.046","volume":"36","author":"C-H Wu","year":"2009","unstructured":"Wu C-H, Tzeng G-H, Lin R-H (2009) A Novel hybrid genetic algorithm for kernel function and parameter optimization in support vector regression. Expert Syst Appl 36(3):4725\u20134735","journal-title":"Expert Syst Appl"},{"issue":"3","key":"1413_CR43","doi-asserted-by":"crossref","first-page":"828","DOI":"10.1016\/j.eswa.2007.07.025","volume":"35","author":"W-W Wu","year":"2008","unstructured":"Wu W-W (2008) Choosing knowledge management strategies by using a combined ANP and DEMATEL approach. Expert Syst Appl 35(3):828\u2013835","journal-title":"Expert Syst Appl"},{"issue":"8","key":"1413_CR44","doi-asserted-by":"crossref","first-page":"936","DOI":"10.1287\/mnsc.19.8.936","volume":"19","author":"P-L Yu","year":"1973","unstructured":"Yu P-L (1973) A class of solutions for group decision problems. Manag Sci 19(8):936\u2013946","journal-title":"Manag Sci"},{"key":"1413_CR45","unstructured":"Zeleny M, Cochrane JL (1982) Multiple criteria decision making, vol 25. McGraw-Hill New York"},{"issue":"2","key":"1413_CR46","doi-asserted-by":"crossref","first-page":"2633","DOI":"10.1016\/j.eswa.2008.01.053","volume":"36","author":"H Zhao","year":"2009","unstructured":"Zhao H, Sinha A-P, Ge W (2009) Effects of feature construction on classification performance: An empirical study in bank failure prediction. Expert Syst Appl 36(2):2633\u20132644","journal-title":"Expert Syst Appl"},{"issue":"3","key":"1413_CR47","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1080\/10556780008805801","volume":"14","author":"C Zopounidis","year":"2000","unstructured":"Zopounidis C, Doumpos M (2000) Building additive utilities for multi-group hierarchical discrimination: the M.H. Dis method*. Optim Meth Softw 14(3):219\u2013240","journal-title":"Optim Meth Softw"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-014-1413-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-014-1413-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-014-1413-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,14]],"date-time":"2019-08-14T14:30:09Z","timestamp":1565793009000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-014-1413-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,9,2]]},"references-count":47,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2015,4]]}},"alternative-id":["1413"],"URL":"https:\/\/doi.org\/10.1007\/s00500-014-1413-7","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,9,2]]}}}