{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T22:43:18Z","timestamp":1784068998665,"version":"3.55.0"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2018,4,27]],"date-time":"2018-04-27T00:00:00Z","timestamp":1524787200000},"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":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2019,10]]},"DOI":"10.1007\/s00521-018-3505-2","type":"journal-article","created":{"date-parts":[[2018,4,27]],"date-time":"2018-04-27T06:09:04Z","timestamp":1524809344000},"page":"6733-6746","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["Predictive mathematical model for solving multi-criteria decision-making problems"],"prefix":"10.1007","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4023-4736","authenticated-orcid":false,"given":"N.","family":"Deepa","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"K.","family":"Ganesan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Balaji","family":"Sethuramasamyraja","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2018,4,27]]},"reference":[{"issue":"2","key":"3505_CR1","first-page":"56","volume":"10","author":"M Velasquez","year":"2013","unstructured":"Velasquez M, Hester PT (2013) An analysis of multi-criteria decision making methods. Int J Oper Res 10(2):56\u201366","journal-title":"Int J Oper Res"},{"key":"3505_CR2","first-page":"200","volume":"6","author":"E Roszkowska","year":"2011","unstructured":"Roszkowska E (2011) Multi-criteria decision making models by applying the TOPSIS method to crisp and interval data. Mult Criteria Decis Mak Univ Econ Katow 6:200\u2013230","journal-title":"Mult Criteria Decis Mak Univ Econ Katow"},{"key":"3505_CR3","doi-asserted-by":"crossref","unstructured":"Zardari NH, Ahmed K, Shirazi SM, Yusop ZB (2015) Literature review. In: Weighting methods and their effects on multi-criteria decision making model outcomes in water resources management. Springerbriefs in water science and technology. Springer, Cham","DOI":"10.1007\/978-3-319-12586-2_2"},{"issue":"2","key":"3505_CR4","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1080\/13658810010005534","volume":"15","author":"LA Bojorquez-Tapia","year":"2001","unstructured":"Bojorquez-Tapia LA, Diaz-Mondragon S, Ezcurra E (2001) GIS-based approach for participatory decision making and land suitability assessment. Int J Geogr Inf Sci 15(2):129\u2013151","journal-title":"Int J Geogr Inf Sci"},{"issue":"12","key":"3505_CR5","first-page":"1","volume":"3","author":"AA Mustafa","year":"2011","unstructured":"Mustafa AA, Singh M, Sahoo RN, Ahmed N, Khanna M, Sarangi A, Mishra AK (2011) Land suitability analysis for different crops: a multi criteria decision making approach using remote sensing and GIS. Researcher 3(12):1\u201324","journal-title":"Researcher"},{"issue":"5","key":"3505_CR6","doi-asserted-by":"publisher","first-page":"856","DOI":"10.1016\/j.measurement.2012.02.009","volume":"45","author":"HY Wu","year":"2012","unstructured":"Wu HY, Chen JK, Chen IS, Zhuo HH (2012) Ranking universities based on performance evaluation by a hybrid MCDM model. Measurement 45(5):856\u2013880","journal-title":"Measurement"},{"issue":"2","key":"3505_CR7","doi-asserted-by":"publisher","first-page":"397","DOI":"10.1016\/S0377-2217(98)00141-6","volume":"112","author":"J Ma","year":"1999","unstructured":"Ma J, Fan ZP, Huang LH (1999) A subjective and objective integrated approach to determine attribute weights. Eur J Oper Res 112(2):397\u2013404","journal-title":"Eur J Oper Res"},{"issue":"10","key":"3505_CR8","doi-asserted-by":"publisher","first-page":"12160","DOI":"10.1016\/j.eswa.2011.03.027","volume":"38","author":"A Shemshadi","year":"2011","unstructured":"Shemshadi A, Shirazi H, Toreihi M, Tarokh MJ (2011) A fuzzy VIKOR method for supplier selection based on entropy measure for objective weighting. Expert Syst Appl 38(10):12160\u201312167","journal-title":"Expert Syst Appl"},{"key":"3505_CR9","doi-asserted-by":"crossref","unstructured":"Rong Z, Sifeng L, Bin L (2009) A method for weight assignment by dominance-based rough sets approach. In: Control and decision conference, 2009 (CCDC\u201909) Chinese. IEEE, pp 6060\u20136065","DOI":"10.1109\/CCDC.2009.5195288"},{"key":"3505_CR10","doi-asserted-by":"publisher","unstructured":"Deepa N, Ganesan K (2016) Multi-class classification using hybrid soft decision model for agriculture crop selection. Neural Comput Appl. \n                    https:\/\/doi.org\/10.1007\/s00521-016-2749-y","DOI":"10.1007\/s00521-016-2749-y"},{"key":"3505_CR11","doi-asserted-by":"publisher","unstructured":"Deepa N, Ganesan K (2017) Decision-making tool for crop selection for agriculture development. Neural Comput Appl. \n                    https:\/\/doi.org\/10.1007\/s00521-017-3154-x","DOI":"10.1007\/s00521-017-3154-x"},{"issue":"1","key":"3505_CR12","first-page":"140","volume":"5","author":"MJ Huang","year":"2015","unstructured":"Huang MJ, Zhang YB, Luo JH, Nie H (2015) Evaluation of economics journals based on reduction algorithm of rough set and grey correlation. J Manag Sustain 5(1):140","journal-title":"J Manag Sustain"},{"issue":"5","key":"3505_CR13","doi-asserted-by":"publisher","first-page":"911","DOI":"10.1007\/s10499-012-9516-6","volume":"20","author":"P Mahalakshmi","year":"2012","unstructured":"Mahalakshmi P, Ganesan K, Venkatasubramanian V (2012) DMTIOLA: decision making tool for identification of optimal location for aquaculture farming development. Aquacult Int 20(5):911\u2013925","journal-title":"Aquacult Int"},{"issue":"65","key":"3505_CR14","doi-asserted-by":"publisher","first-page":"14","DOI":"10.15290\/ose.2013.05.65.02","volume":"5","author":"Ewa Roszkowska","year":"2013","unstructured":"Roszkowska Ewa (2013) Rank ordering criteria weighting methods: a comparative overview. Optim Stud Ekon Nr 5(65):14\u201333","journal-title":"Optim Stud Ekon Nr"},{"key":"3505_CR15","first-page":"3","volume":"2015","author":"L Hongjiu","year":"2015","unstructured":"Hongjiu L, Yanrong H (2015) An evaluating method with combined assigning-weight based on maximizing variance. Sci Program 2015:3","journal-title":"Sci Program"},{"key":"3505_CR16","first-page":"6915","volume":"20","author":"L Xuan","year":"2015","unstructured":"Xuan L, Jinwei L, Mengxin X, Guowei H, Changming L (2015) Application of combination weighting grey correlation model in the optimization for deep foundation pit supporting scheme. Electron J Geotech Eng 20:6915\u20136926","journal-title":"Electron J Geotech Eng"},{"issue":"12","key":"3505_CR17","doi-asserted-by":"publisher","first-page":"e83323","DOI":"10.1371\/journal.pone.0083323","volume":"8","author":"D Liu","year":"2013","unstructured":"Liu D, Zhao X (2013) Method and application for dynamic comprehensive evaluation with subjective and objective information. PLoS ONE 8(12):e83323","journal-title":"PLoS ONE"},{"issue":"8","key":"3505_CR18","doi-asserted-by":"publisher","first-page":"9773","DOI":"10.1016\/j.eswa.2011.02.022","volume":"38","author":"T \u00d6zcan","year":"2011","unstructured":"\u00d6zcan T, \u00c7elebi N, Esnaf \u015e (2011) Comparative analysis of multi-criteria decision making methodologies and implementation of a warehouse location selection problem. Expert Syst Appl 38(8):9773\u20139779","journal-title":"Expert Syst Appl"},{"key":"3505_CR19","volume-title":"Multiple attribute decision making: methods and applications a state-of-the-art survey","author":"CL Hwang","year":"2012","unstructured":"Hwang CL, Yoon K (2012) Multiple attribute decision making: methods and applications a state-of-the-art survey, vol 186. Springer, Berlin"},{"issue":"2","key":"3505_CR20","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1016\/S0144-8609(98)00024-7","volume":"18","author":"F Stagnitti","year":"1998","unstructured":"Stagnitti F, Austin C (1998) DESTA: a software tool for selecting sites for new aquaculture facilities. Aquacult Eng 18(2):79\u201393","journal-title":"Aquacult Eng"},{"issue":"1","key":"3505_CR21","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/32.979986","volume":"28","author":"J Bansiya","year":"2002","unstructured":"Bansiya J, Davis CG (2002) A hierarchical model for object-oriented design quality assessment. IEEE Trans Softw Eng 28(1):4\u201317","journal-title":"IEEE Trans Softw Eng"},{"issue":"339","key":"3505_CR22","doi-asserted-by":"publisher","first-page":"578","DOI":"10.1080\/01621459.1972.10481251","volume":"67","author":"JH Zar","year":"1972","unstructured":"Zar JH (1972) Significance testing of the Spearman rank correlation coefficient. J Am Stat Assoc 67(339):578\u2013580","journal-title":"J Am Stat Assoc"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-018-3505-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-018-3505-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-018-3505-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,20]],"date-time":"2019-10-20T16:48:08Z","timestamp":1571590088000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-018-3505-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4,27]]},"references-count":22,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2019,10]]}},"alternative-id":["3505"],"URL":"https:\/\/doi.org\/10.1007\/s00521-018-3505-2","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,4,27]]},"assertion":[{"value":"30 August 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 April 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 April 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}