{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T13:53:40Z","timestamp":1760709220930},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2016,12,27]],"date-time":"2016-12-27T00:00:00Z","timestamp":1482796800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1007\/s00521-016-2826-2","type":"journal-article","created":{"date-parts":[[2016,12,27]],"date-time":"2016-12-27T15:53:31Z","timestamp":1482854011000},"page":"1971-1982","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["Efficiency measurement in data envelopment analysis in the presence of ordinal and interval data"],"prefix":"10.1007","volume":"30","author":[{"given":"Bohlool","family":"Ebrahimi","sequence":"first","affiliation":[]},{"given":"Madjid","family":"Tavana","sequence":"additional","affiliation":[]},{"given":"Morteza","family":"Rahmani","sequence":"additional","affiliation":[]},{"given":"Francisco J.","family":"Santos-Arteaga","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,12,27]]},"reference":[{"key":"2826_CR1","doi-asserted-by":"crossref","first-page":"5931","DOI":"10.1016\/j.eswa.2010.02.012","volume":"37","author":"A Asosheh","year":"2010","unstructured":"Asosheh A, Nalchigar S, Jamporazmey M (2010) Information technology project evaluation: an integrated data envelopment analysis and balanced scorecard approach. Expert Syst Appl 37:5931\u20135938","journal-title":"Expert Syst Appl"},{"key":"2826_CR2","doi-asserted-by":"crossref","first-page":"429","DOI":"10.1016\/0377-2217(78)90138-8","volume":"2","author":"A Charnes","year":"1978","unstructured":"Charnes A, Cooper WW, Rhodes E (1978) Measuring the efficiency of decision making units. Eur J Oper Res 2:429\u2013444","journal-title":"Eur J Oper Res"},{"key":"2826_CR3","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-015-1827-3","author":"Y Chen","year":"2015","unstructured":"Chen Y, Cook WD, Du J, Hu H, Zhu J (2015) Bounded and discrete data and Likert scales in data envelopment analysis: application to regional energy efficiency in China. Ann Oper Res. doi:\n                        10.1007\/s10479-015-1827-3","journal-title":"Ann Oper Res"},{"key":"2826_CR4","doi-asserted-by":"crossref","first-page":"597","DOI":"10.1287\/mnsc.45.4.597","volume":"45","author":"WW Cooper","year":"1999","unstructured":"Cooper WW, Park KS, Yu G (1999) IDEA and AR-IDEA: models for dealing with imprecise data in DEA. Manag Sci 45:597\u2013607","journal-title":"Manag Sci"},{"issue":"2","key":"2826_CR5","doi-asserted-by":"crossref","first-page":"176","DOI":"10.1057\/palgrave.jors.2601070","volume":"52","author":"WW Cooper","year":"2001","unstructured":"Cooper WW, Park KS, Yu G (2001) IDEA (imprecise data envelopment analysis) with CMDs (column maximum decision making units). J Oper Res Soc 52(2):176\u2013181","journal-title":"J Oper Res Soc"},{"issue":"6","key":"2826_CR6","doi-asserted-by":"crossref","first-page":"807","DOI":"10.1287\/opre.49.6.807.10022","volume":"49","author":"WW Cooper","year":"2001","unstructured":"Cooper WW, Park KS, Yu G (2001) An illustrative application of IDEA (imprecise data envelopment analysis) to a Korean mobile telecommunication company. Oper Res 49(6):807\u2013820","journal-title":"Oper Res"},{"key":"2826_CR7","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1016\/S0377-2217(01)00200-4","volume":"140","author":"DK Despotis","year":"2002","unstructured":"Despotis DK, Smirlis YG (2002) Data envelopment analysis with imprecise data. Eur J Oper Res 140:24\u201336","journal-title":"Eur J Oper Res"},{"key":"2826_CR8","doi-asserted-by":"crossref","first-page":"741","DOI":"10.1016\/j.ejor.2006.10.022","volume":"183","author":"R Farzipoor Saen","year":"2007","unstructured":"Farzipoor Saen R (2007) Suppliers selection in the presence of both cardinal and ordinal data. Eur J Oper Res 183:741\u2013747","journal-title":"Eur J Oper Res"},{"key":"2826_CR9","doi-asserted-by":"crossref","first-page":"1087","DOI":"10.1016\/j.ejor.2005.03.009","volume":"174","author":"C Kao","year":"2006","unstructured":"Kao C (2006) Interval efficiency measures in data envelopment analysis with imprecise data. Eur J Oper Res 174:1087\u20131099","journal-title":"Eur J Oper Res"},{"key":"2826_CR10","doi-asserted-by":"crossref","first-page":"312","DOI":"10.1016\/j.ejor.2008.02.023","volume":"196","author":"C Kao","year":"2009","unstructured":"Kao C, Liu ST (2009) Stochastic data envelopment analysis in measuring the efficiency of Taiwan commercial banks. Eur J Oper Res 196:312\u2013322","journal-title":"Eur J Oper Res"},{"key":"2826_CR11","doi-asserted-by":"crossref","first-page":"6995","DOI":"10.1016\/j.eswa.2014.06.020","volume":"41","author":"EE Karsak","year":"2014","unstructured":"Karsak EE, Dursun M (2014) An integrated supplier selection methodology incorporating QFD and DEA with imprecise data. Expert Syst Appl 41:6995\u20137004","journal-title":"Expert Syst Appl"},{"key":"2826_CR12","doi-asserted-by":"crossref","first-page":"760","DOI":"10.1016\/j.eswa.2014.08.028","volume":"42","author":"K Khalili-Damghani","year":"2015","unstructured":"Khalili-Damghani K, Tavana M, Haji-Saami S (2015) Data envelopment analysis model with interval data and undesirable output for combined cycle power plant performance assessment. Expert Syst Appl 42:760\u2013773","journal-title":"Expert Syst Appl"},{"key":"2826_CR13","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1016\/S0305-0548(98)00041-0","volume":"26","author":"SH Kim","year":"1999","unstructured":"Kim SH, Park CK, Park KS (1999) An application of data envelopment analysis in telephone offices evaluation with partial data. Comput Oper Res 26:59\u201372","journal-title":"Comput Oper Res"},{"key":"2826_CR14","doi-asserted-by":"crossref","first-page":"1661","DOI":"10.1016\/S0305-0548(01)00049-1","volume":"29","author":"YK Lee","year":"2002","unstructured":"Lee YK, Park KS, Kim SH (2002) Identification of inefficiencies in an additive model based IDEA (imprecise data envelopment analysis). Comput Oper Res 29:1661\u20131676","journal-title":"Comput Oper Res"},{"key":"2826_CR15","doi-asserted-by":"crossref","first-page":"2028","DOI":"10.1016\/j.apm.2013.10.027","volume":"38","author":"AH Marbini","year":"2014","unstructured":"Marbini AH, Emrouznejad A, Agrell PJ (2014) Interval data without sign restrictions in DEA. Appl Math Model 38:2028\u20132036","journal-title":"Appl Math Model"},{"key":"2826_CR16","doi-asserted-by":"crossref","first-page":"1363","DOI":"10.1057\/palgrave.jors.2601824","volume":"55","author":"KS Park","year":"2004","unstructured":"Park KS (2004) Simplification of the transformations and redundancy of assurance regions in IDEA (imprecise DEA). J Oper Res Soc 55:1363\u20131366","journal-title":"J Oper Res Soc"},{"key":"2826_CR17","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1057\/palgrave.jors.2602178","volume":"58","author":"KS Park","year":"2007","unstructured":"Park KS (2007) Efficiency bounds and efficiency classifications in DEA with imprecise data. J Oper Res Soc 58:533\u2013540","journal-title":"J Oper Res Soc"},{"key":"2826_CR18","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1016\/j.ejor.2008.11.028","volume":"200","author":"KS Park","year":"2010","unstructured":"Park KS (2010) Duality, efficiency computations and interpretations in imprecise DEA. Eur J Oper Res 200:289\u2013296","journal-title":"Eur J Oper Res"},{"key":"2826_CR19","doi-asserted-by":"crossref","first-page":"1141","DOI":"10.1007\/s00170-014-6035-9","volume":"74","author":"M Toloo","year":"2014","unstructured":"Toloo M (2014) Selecting and full ranking suppliers with imprecise data: a new DEA method. Int J Adv Manuf Technol 74:1141\u20131148","journal-title":"Int J Adv Manuf Technol"},{"key":"2826_CR20","doi-asserted-by":"crossref","first-page":"14726","DOI":"10.1016\/j.eswa.2011.05.008","volume":"38","author":"M Toloo","year":"2011","unstructured":"Toloo M, Nalchigar S (2011) A new DEA method for supplier selection in presence of both cardinal and ordinal data. Expert Syst Appl 38:14726\u201314731","journal-title":"Expert Syst Appl"},{"key":"2826_CR21","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1016\/j.fss.2004.12.011","volume":"153","author":"YM Wang","year":"2005","unstructured":"Wang YM, Greatbanks R, Yang JB (2005) Interval efficiency assessment using data envelopment analysis. Fuzzy Sets Syst 153:347\u2013370","journal-title":"Fuzzy Sets Syst"},{"key":"2826_CR22","doi-asserted-by":"crossref","first-page":"513","DOI":"10.1016\/S0377-2217(01)00392-7","volume":"144","author":"J Zhu","year":"2003","unstructured":"Zhu J (2003) Imprecise data envelopment analysis (IDEA): a review and improvement with an application. Eur J Oper Res 144:513\u2013529","journal-title":"Eur J Oper Res"},{"key":"2826_CR23","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1287\/opre.1030.0072","volume":"52","author":"J Zhu","year":"2004","unstructured":"Zhu J (2004) Imprecise DEA via standard linear DEA models with a revisit to a Korean mobile telecommunication company. Oper Res 52:323\u2013329","journal-title":"Oper Res"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-016-2826-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-016-2826-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-016-2826-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,8,31]],"date-time":"2018-08-31T09:38:54Z","timestamp":1535708334000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-016-2826-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12,27]]},"references-count":23,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2018,9]]}},"alternative-id":["2826"],"URL":"https:\/\/doi.org\/10.1007\/s00521-016-2826-2","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,12,27]]}}}