{"id":"https://openalex.org/W1532618550","doi":"https://doi.org/10.1023/a:1019648512614","title":"Efficiency Analysis and Ranking of DMUs with Fuzzy Data","display_name":"Efficiency Analysis and Ranking of DMUs with Fuzzy Data","publication_year":2002,"publication_date":"2002-08-01","ids":{"openalex":"https://openalex.org/W1532618550","doi":"https://doi.org/10.1023/a:1019648512614","mag":"1532618550"},"language":"en","primary_location":{"id":"doi:10.1023/a:1019648512614","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1019648512614","pdf_url":null,"source":{"id":"https://openalex.org/S93986401","display_name":"Fuzzy Optimization and Decision Making","issn_l":"1568-4539","issn":["1568-4539","1573-2908"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fuzzy Optimization and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011659647","display_name":"Saber Saati","orcid":"https://orcid.org/0000-0003-0636-1192"},"institutions":[{"id":"https://openalex.org/I155419210","display_name":"Islamic Azad University, Science and Research Branch","ror":"https://ror.org/03187yj51","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I155419210"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"S. M. Saati","raw_affiliation_strings":["Department of Mathematics, Science & Research Branch, Islamic Azad University, Tehran, Iran","Department of Mathematics, Science and Research branch, Islamic Azad University, Tehran, \u200eIran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Science & Research Branch, Islamic Azad University, Tehran, Iran","institution_ids":[]},{"raw_affiliation_string":"Department of Mathematics, Science and Research branch, Islamic Azad University, Tehran, \u200eIran","institution_ids":["https://openalex.org/I155419210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062872432","display_name":"Azizollah Memariani","orcid":null},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"A. Memariani","raw_affiliation_strings":["Department of Industrial Engineering, Tarbiat Modarres University, Tehran, Iran","Department of Industrial Engineering, Tarbiat Modarres University, Tehran, Iran,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Tarbiat Modarres University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"Department of Industrial Engineering, Tarbiat Modarres University, Tehran, Iran,","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075892810","display_name":"G.R. Jahanshahloo","orcid":"https://orcid.org/0000-0003-0380-6416"},"institutions":[{"id":"https://openalex.org/I83123760","display_name":"Shahid Rajaee Teacher Training University","ror":"https://ror.org/02nkz4493","country_code":"IR","type":"education","lineage":["https://openalex.org/I83123760"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"G. R. Jahanshahloo","raw_affiliation_strings":["Department of Mathematics, Teacher Training University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Teacher Training University, Tehran, Iran","institution_ids":["https://openalex.org/I83123760"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062872432"],"corresponding_institution_ids":["https://openalex.org/I1516879"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":2.7791,"has_fulltext":false,"cited_by_count":234,"citation_normalized_percentile":{"value":0.90236568,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"1","issue":"3","first_page":"255","last_page":"267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.7092849016189575},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6162344217300415},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.6116472482681274},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5967397689819336},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5662263035774231},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.4698423743247986},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4611058831214905},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4401451647281647},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.42905041575431824},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4243125319480896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.22757679224014282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11632561683654785},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.09850040078163147},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07821342349052429}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7092849016189575},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6162344217300415},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.6116472482681274},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5967397689819336},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5662263035774231},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4698423743247986},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4611058831214905},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4401451647281647},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.42905041575431824},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4243125319480896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.22757679224014282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11632561683654785},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.09850040078163147},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07821342349052429},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1023/a:1019648512614","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1019648512614","pdf_url":null,"source":{"id":"https://openalex.org/S93986401","display_name":"Fuzzy Optimization and Decision Making","issn_l":"1568-4539","issn":["1568-4539","1573-2908"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fuzzy Optimization and Decision Making","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5299999713897705,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W28739319","https://openalex.org/W40954527","https://openalex.org/W646851550","https://openalex.org/W1964714279","https://openalex.org/W1971984261","https://openalex.org/W1976920082","https://openalex.org/W1992691743","https://openalex.org/W1997455798","https://openalex.org/W2001277869","https://openalex.org/W2018454036","https://openalex.org/W2019438744","https://openalex.org/W2069780867","https://openalex.org/W2076452041","https://openalex.org/W2083886104","https://openalex.org/W2085386836","https://openalex.org/W2087218952","https://openalex.org/W2110250287","https://openalex.org/W2160395816","https://openalex.org/W2235178083","https://openalex.org/W6621224565"],"related_works":["https://openalex.org/W2188500270","https://openalex.org/W2381957916","https://openalex.org/W2123377008","https://openalex.org/W2248664270","https://openalex.org/W1486684451","https://openalex.org/W4361273540","https://openalex.org/W2099285375","https://openalex.org/W2801459815","https://openalex.org/W4361984403","https://openalex.org/W4317826560"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":18},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":14},{"year":2013,"cited_by_count":20},{"year":2012,"cited_by_count":13}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2016-06-24T00:00:00"}
