{"id":"https://openalex.org/W7125911395","doi":"https://doi.org/10.1109/smc58881.2025.11342979","title":"Estimating Missing Values in Fuzzy Preference Relations Through Different Information Granularity Allocation Protocols: An Analysis","display_name":"Estimating Missing Values in Fuzzy Preference Relations Through Different Information Granularity Allocation Protocols: An Analysis","publication_year":2025,"publication_date":"2025-10-05","ids":{"openalex":"https://openalex.org/W7125911395","doi":"https://doi.org/10.1109/smc58881.2025.11342979"},"language":null,"primary_location":{"id":"doi:10.1109/smc58881.2025.11342979","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11342979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-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/A5124140769","display_name":"Juan Carlos Gonz\u00e1lez-Quesada","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Juan Carlos Gonz\u00e1lez-Quesada","raw_affiliation_strings":["University of Granada,Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI),Department of Computer Science and Artificial Intelligence,Granada,Spain,18071"],"affiliations":[{"raw_affiliation_string":"University of Granada,Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI),Department of Computer Science and Artificial Intelligence,Granada,Spain,18071","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121329133","display_name":"Jos\u00e9 Ram\u00f3n Trillo","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Ram\u00f3n Trillo","raw_affiliation_strings":["University of Granada,Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI),Department of Computer Science and Artificial Intelligence,Granada,Spain,18071"],"affiliations":[{"raw_affiliation_string":"University of Granada,Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI),Department of Computer Science and Artificial Intelligence,Granada,Spain,18071","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124095313","display_name":"Antonio Gabriel L\u00f3pez-Herrera","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Gabriel L\u00f3pez-Herrera","raw_affiliation_strings":["University of Granada,Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI),Department of Computer Science and Artificial Intelligence,Granada,Spain,18071"],"affiliations":[{"raw_affiliation_string":"University of Granada,Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI),Department of Computer Science and Artificial Intelligence,Granada,Spain,18071","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040744267","display_name":"E. Herrera-Viedma","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Enrique Herrera-Viedma","raw_affiliation_strings":["University of Granada,Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI),Department of Computer Science and Artificial Intelligence,Granada,Spain,18071"],"affiliations":[{"raw_affiliation_string":"University of Granada,Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI),Department of Computer Science and Artificial Intelligence,Granada,Spain,18071","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124123448","display_name":"Francisco Javier Cabrerizo","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Javier Cabrerizo","raw_affiliation_strings":["University of Granada,Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI),Department of Computer Science and Artificial Intelligence,Granada,Spain,18071"],"affiliations":[{"raw_affiliation_string":"University of Granada,Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI),Department of Computer Science and Artificial Intelligence,Granada,Spain,18071","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5124140769"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79394691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"890","last_page":"895"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.40549999475479126,"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":0.40549999475479126,"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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.2976999878883362,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.13269999623298645,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.8917999863624573},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6549000144004822},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6241999864578247},{"id":"https://openalex.org/keywords/complete-information","display_name":"Complete information","score":0.6208000183105469},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.554099977016449},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.5511999726295471},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4212000072002411}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.8917999863624573},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6549000144004822},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6241999864578247},{"id":"https://openalex.org/C113336015","wikidata":"https://www.wikidata.org/wiki/Q574010","display_name":"Complete information","level":2,"score":0.6208000183105469},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5654000043869019},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.554099977016449},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5511999726295471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4749999940395355},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.45329999923706055},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4212000072002411},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.41589999198913574},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4025000035762787},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.39570000767707825},{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.3790999948978424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28540000319480896},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.25940001010894775},{"id":"https://openalex.org/C3020402766","wikidata":"https://www.wikidata.org/wiki/Q104376712","display_name":"Prior information","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc58881.2025.11342979","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11342979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7229278683662415,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1970842794","https://openalex.org/W1975078995","https://openalex.org/W2096805502","https://openalex.org/W2109756042","https://openalex.org/W2118763747","https://openalex.org/W2152195021","https://openalex.org/W2152788100","https://openalex.org/W2170729459","https://openalex.org/W2506206529","https://openalex.org/W2573137292","https://openalex.org/W2903709878","https://openalex.org/W2984747650","https://openalex.org/W3112772891","https://openalex.org/W4229443584","https://openalex.org/W4292265878","https://openalex.org/W4309374654","https://openalex.org/W4309478923","https://openalex.org/W4377091416","https://openalex.org/W4390380819","https://openalex.org/W4390481990","https://openalex.org/W4400695170","https://openalex.org/W4406612933"],"related_works":[],"abstract_inverted_index":{"In":[0,48],"Granular":[1],"Computing,":[2],"a":[3,38,58,88],"key":[4],"approach":[5],"has":[6,56,79],"been":[7,75,80],"the":[8,29,84,104,128],"handling":[9],"of":[10,18,31,42,93,106,117,130],"incomplete":[11,66,118],"fuzzy":[12,52,119],"preference":[13,53,120],"relations":[14],"through":[15],"an":[16],"allocation":[17,72,92],"information":[19,94,111],"granularity":[20,71,112],"and":[21,90],"its":[22],"corresponding":[23],"optimization":[24],"procedure.":[25],"This":[26],"methodology":[27],"enables":[28],"transformation":[30],"numerical":[32],"models":[33],"into":[34],"granular":[35],"versions,":[36],"offering":[37],"more":[39],"accurate":[40],"representation":[41],"reality":[43],"by":[44],"recovering":[45],"missing":[46,115],"information.":[47,67],"decision-making":[49],"contexts":[50],"involving":[51],"relations,":[54],"it":[55],"played":[57],"crucial":[59],"role":[60],"in":[61,113],"advancing":[62],"procedures":[63],"for":[64,109],"estimating":[65,114],"However,":[68],"although":[69],"several":[70],"protocols":[73,108],"have":[74],"proposed,":[76],"only":[77],"one":[78,85],"employed":[81],"so":[82],"far:":[83],"based":[86],"on":[87],"uniform":[89],"symmetric":[91],"granularity.":[95],"To":[96],"address":[97],"this":[98],"gap,":[99],"we":[100],"aim":[101],"to":[102,126],"determine":[103],"efficacy":[105],"existing":[107],"allocating":[110],"values":[116],"relations.":[121],"Numerical":[122],"tests":[123],"are":[124],"presented":[125],"demonstrate":[127],"effectiveness":[129],"each":[131],"protocol.":[132]},"counts_by_year":[],"updated_date":"2026-01-29T23:17:01.242718","created_date":"2026-01-29T00:00:00"}
