{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T22:37:17Z","timestamp":1784327837420,"version":"3.55.0"},"reference-count":24,"publisher":"Elsevier BV","content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Fuzzy Sets and Systems"],"published-print":{"date-parts":[[2014,5]]},"DOI":"10.1016\/j.fss.2013.05.012","type":"journal-article","created":{"date-parts":[[2013,5,29]],"date-time":"2013-05-29T02:44:39Z","timestamp":1369795479000},"page":"36-49","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":26,"special_numbering":"C","title":["Process efficiency of two-stage systems with fuzzy data"],"prefix":"10.1016","volume":"243","author":[{"given":"Sebasti\u00e1n","family":"Lozano","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.fss.2013.05.012_br0010","doi-asserted-by":"crossref","first-page":"930","DOI":"10.1016\/j.omega.2008.08.001","article-title":"Opening the black box of efficiency analysis: An illustration with UAE banks","volume":"37","author":"Avkiran","year":"2009","journal-title":"Omega"},{"key":"10.1016\/j.fss.2013.05.012_br0020","doi-asserted-by":"crossref","first-page":"1170","DOI":"10.1016\/j.ejor.2008.05.011","article-title":"Additive efficiency decomposition in two-stage DEA","volume":"196","author":"Chen","year":"2009","journal-title":"Eur. J. Oper. Res."},{"key":"10.1016\/j.fss.2013.05.012_br0030","doi-asserted-by":"crossref","first-page":"1122","DOI":"10.1016\/j.ejor.2010.05.006","article-title":"Network DEA: Additive efficiency decomposition","volume":"207","author":"Cook","year":"2010","journal-title":"Eur. J. Oper. Res."},{"key":"10.1016\/j.fss.2013.05.012_br0040","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1016\/S0038-0121(99)00012-9","article-title":"Network DEA","volume":"34","author":"F\u00e4re","year":"2000","journal-title":"Socio-Econ. Plann. Sci."},{"issue":"5","key":"10.1016\/j.fss.2013.05.012_br0050","doi-asserted-by":"crossref","first-page":"398","DOI":"10.1016\/j.omega.2009.10.006","article-title":"A slacks-based inefficiency measure for a two-stage system with bad outputs","volume":"38","author":"Fukuyama","year":"2010","journal-title":"Omega"},{"issue":"1","key":"10.1016\/j.fss.2013.05.012_br0060","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1016\/S0165-0114(99)00106-2","article-title":"Fuzzy DEA: A perceptual evaluation method","volume":"119","author":"Guo","year":"2001","journal-title":"Fuzzy Sets Syst."},{"key":"10.1016\/j.fss.2013.05.012_br0070","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1016\/j.ejor.2011.02.001","article-title":"A taxonomy and review of the fuzzy data envelopment analysis literature: Two decades in the making","volume":"214","author":"Hatami-Marbini","year":"2011","journal-title":"Eur. J. Oper. Res."},{"key":"10.1016\/j.fss.2013.05.012_br0080","doi-asserted-by":"crossref","first-page":"949","DOI":"10.1016\/j.ejor.2007.10.008","article-title":"Efficiency decomposition in network data envelopment analysis: A relational model","volume":"192","author":"Kao","year":"2009","journal-title":"Eur. J. Oper. Res."},{"key":"10.1016\/j.fss.2013.05.012_br0090","doi-asserted-by":"crossref","first-page":"1107","DOI":"10.1016\/j.ejor.2008.04.020","article-title":"Efficiency measurement for parallel production systems","volume":"196","author":"Kao","year":"2009","journal-title":"Eur. J. Oper. Res."},{"key":"10.1016\/j.fss.2013.05.012_br0100","doi-asserted-by":"crossref","first-page":"418","DOI":"10.1016\/j.ejor.2006.11.041","article-title":"Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan","volume":"185","author":"Kao","year":"2008","journal-title":"Eur. J. Oper. Res."},{"issue":"3","key":"10.1016\/j.fss.2013.05.012_br0110","doi-asserted-by":"crossref","first-page":"437","DOI":"10.1016\/j.dss.2009.06.002","article-title":"Efficiency measurement for network systems: IT impact on firm performance","volume":"48","author":"Kao","year":"2010","journal-title":"Decis. Support Syst."},{"key":"10.1016\/j.fss.2013.05.012_br0120","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1016\/j.fss.2012.01.004","article-title":"Efficiency of parallel production systems with fuzzy data","volume":"198","author":"Kao","year":"2012","journal-title":"Fuzzy Sets Syst."},{"key":"10.1016\/j.fss.2013.05.012_br0130","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1016\/S0165-0114(98)00137-7","article-title":"Fuzzy efficiency measures in data envelopment analysis","volume":"113","author":"Kao","year":"2000","journal-title":"Fuzzy Sets Syst."},{"key":"10.1016\/j.fss.2013.05.012_br0140","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1016\/j.fss.2011.03.003","article-title":"Efficiencies of two-stage systems with fuzzy data","volume":"176","author":"Kao","year":"2011","journal-title":"Fuzzy Sets Syst."},{"key":"10.1016\/j.fss.2013.05.012_br0150","doi-asserted-by":"crossref","first-page":"1365","DOI":"10.1016\/S0305-0548(03)00095-9","article-title":"Network DEA: Efficiency analysis of organizations with complex internal structure","volume":"31","author":"Lewis","year":"2004","journal-title":"Comput. Oper. Res."},{"key":"10.1016\/j.fss.2013.05.012_br0160","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1023\/B:PROD.0000016868.69586.b4","article-title":"Data envelopment analysis with reverse inputs and outputs","volume":"21","author":"Lewis","year":"2004","journal-title":"J. Productiv. Anal."},{"key":"10.1016\/j.fss.2013.05.012_br0170","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1016\/S0165-0114(02)00608-5","article-title":"A fuzzy mathematical programming approach to the assessment of efficiency with DEA models","volume":"139","author":"Le\u00f3n","year":"2003","journal-title":"Fuzzy Sets Syst."},{"key":"10.1016\/j.fss.2013.05.012_br0180","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1023\/B:FODM.0000003953.39947.b4","article-title":"Fuzzy BCC model for data envelopment analysis","volume":"2","author":"Lertworasirikul","year":"2003","journal-title":"Fuzzy Optim. Decis. Mak."},{"key":"10.1016\/j.fss.2013.05.012_br0190","doi-asserted-by":"crossref","first-page":"379","DOI":"10.1016\/S0165-0114(02)00484-0","article-title":"Fuzzy data envelopment analysis (DEA): A possibility approach","volume":"139","author":"Lertworasirikul","year":"2003","journal-title":"Fuzzy Sets Syst."},{"key":"10.1016\/j.fss.2013.05.012_br0200","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1023\/A:1019648512614","article-title":"Efficiency analysis and ranking of DMUs with fuzzy data","volume":"1","author":"Saati","year":"2002","journal-title":"Fuzzy Optim. Decis. Mak."},{"key":"10.1016\/j.fss.2013.05.012_br0210","doi-asserted-by":"crossref","first-page":"1199","DOI":"10.1016\/j.amc.2006.01.085","article-title":"Computational and theoretical pitfall in some current performance measurement techniques; a new approach","volume":"181","author":"Soleimani-Damaneh","year":"2006","journal-title":"Appl. Math. Comput."},{"key":"10.1016\/j.fss.2013.05.012_br0220","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1016\/j.ejor.2008.05.027","article-title":"Network DEA: A slacks-based measure approach","volume":"197","author":"Tone","year":"2009","journal-title":"Eur. J. Oper. Res."},{"issue":"1","key":"10.1016\/j.fss.2013.05.012_br0230","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1023\/A:1018350516517","article-title":"A mathematical programming approach for measuring technical efficiency in a fuzzy environment","volume":"10","author":"Triantis","year":"1998","journal-title":"J. Productiv. Anal."},{"key":"10.1016\/j.fss.2013.05.012_br0240","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1016\/j.fss.2004.12.011","article-title":"Interval efficiency assessment using data envelopment analysis","volume":"153","author":"Wang","year":"2005","journal-title":"Fuzzy Sets Syst."}],"container-title":["Fuzzy Sets and Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0165011413002455?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0165011413002455?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2018,10,15]],"date-time":"2018-10-15T18:50:28Z","timestamp":1539629428000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0165011413002455"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,5]]},"references-count":24,"alternative-id":["S0165011413002455"],"URL":"https:\/\/doi.org\/10.1016\/j.fss.2013.05.012","relation":{},"ISSN":["0165-0114"],"issn-type":[{"value":"0165-0114","type":"print"}],"subject":[],"published":{"date-parts":[[2014,5]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Process efficiency of two-stage systems with fuzzy data","name":"articletitle","label":"Article Title"},{"value":"Fuzzy Sets and Systems","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.fss.2013.05.012","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"Copyright \u00a9 2013 Elsevier B.V. All rights reserved.","name":"copyright","label":"Copyright"}]}}