{"id":"https://openalex.org/W1537799534","doi":"https://doi.org/10.3233/ifs-2012-0528","title":"Fuzzy clustering algorithm for fuzzy data based on \u03b1-cuts","display_name":"Fuzzy clustering algorithm for fuzzy data based on \u03b1-cuts","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W1537799534","doi":"https://doi.org/10.3233/ifs-2012-0528","mag":"1537799534"},"language":"en","primary_location":{"id":"doi:10.3233/ifs-2012-0528","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-2012-0528","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5021656896","display_name":"Sohrab Effati","orcid":"https://orcid.org/0000-0001-9752-0034"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"S. Effati","raw_affiliation_strings":["Department of Applied Mathematics, Ferdowsi University of Mashhad, Mashhad, Iran","Department of Applied Mathematics , Ferdowsi University of Mashhad , Mashhad , IRAN"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]},{"raw_affiliation_string":"Department of Applied Mathematics , Ferdowsi University of Mashhad , Mashhad , IRAN","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064885254","display_name":"Hadi Sadoghi Yazdi","orcid":"https://orcid.org/0000-0002-6885-4956"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"H. Sadoghi Yazdi","raw_affiliation_strings":["Department of Applied Mathematics, Ferdowsi University of Mashhad, Mashhad, Iran","Department of Applied Mathematics , Ferdowsi University of Mashhad , Mashhad , IRAN"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]},{"raw_affiliation_string":"Department of Applied Mathematics , Ferdowsi University of Mashhad , Mashhad , IRAN","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011165170","display_name":"A. Jiryani Sharahi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166348","display_name":"Sabzevar University of Medical Sciences","ror":"https://ror.org/05tgdvt16","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210166348"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"A. Jiryani Sharahi","raw_affiliation_strings":["Department of Mathematics, Sabzevar Tarbiat Moallem University, Sabzevar, Iran","Department of Mathematics, Sabzevar Tarbiat Moallem University, Sabzevar, Iran#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Sabzevar Tarbiat Moallem University, Sabzevar, Iran","institution_ids":["https://openalex.org/I4210166348"]},{"raw_affiliation_string":"Department of Mathematics, Sabzevar Tarbiat Moallem University, Sabzevar, Iran#TAB#","institution_ids":["https://openalex.org/I4210166348"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021656896"],"corresponding_institution_ids":["https://openalex.org/I86958956"],"apc_list":null,"apc_paid":null,"fwci":0.6426,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.70179641,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"24","issue":"3","first_page":"511","last_page":"519"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9890999794006348,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.6806817054748535},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6418484449386597},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.6014211773872375},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.5593941807746887},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5237790942192078},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.49889159202575684},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48631414771080017},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.48041701316833496},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4761141240596771},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.4653962552547455},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.44489142298698425},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4263922870159149},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3815089166164398},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3530205488204956},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.3483848571777344},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.19471701979637146}],"concepts":[{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.6806817054748535},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6418484449386597},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.6014211773872375},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.5593941807746887},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5237790942192078},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.49889159202575684},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48631414771080017},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.48041701316833496},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4761141240596771},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.4653962552547455},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.44489142298698425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4263922870159149},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3815089166164398},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3530205488204956},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.3483848571777344},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.19471701979637146}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ifs-2012-0528","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-2012-0528","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1971947347","https://openalex.org/W1987082832","https://openalex.org/W2002636607","https://openalex.org/W2030375211","https://openalex.org/W2035132156","https://openalex.org/W2040810017","https://openalex.org/W2069608252","https://openalex.org/W2096768134","https://openalex.org/W2113076747","https://openalex.org/W2140599494","https://openalex.org/W2496352033","https://openalex.org/W2599014278","https://openalex.org/W2912565176","https://openalex.org/W3017143921"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W4242970302","https://openalex.org/W2571050636","https://openalex.org/W1485268022","https://openalex.org/W1976608231","https://openalex.org/W2024822381","https://openalex.org/W2118406295","https://openalex.org/W2062917877","https://openalex.org/W1980652001","https://openalex.org/W1988589234"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"fuzzy":[3,7,21,31,35,38,54,66],"clustering":[4,48],"algorithm":[5,49,72],"for":[6,16,52],"data":[8,36,55],"based":[9,23,40],"on":[10,24,41],"\u03b1-cuts.":[11,42],"A":[12],"new":[13],"suitable":[14],"definition":[15],"distance":[17],"between":[18],"two":[19],"arbitrary":[20],"numbers":[22],"\u03b1-cuts":[25],"is":[26,50,60],"proposed.":[27],"We":[28],"then":[29,58],"reformulate":[30],"c-means":[32],"(FCM)":[33],"with":[34,62],"and":[37,57,73],"centers":[39],"The":[43],"effectiveness":[44],"of":[45],"the":[46,65,74],"proposed":[47],"tested":[51],"three":[53],"sets":[56],"it":[59],"compared":[61],"other":[63],"methods;":[64],"c-number":[67],"(FCN)":[68],"algorithm,":[69],"Hathaway's":[70],"FCM":[71,77],"mixed-type":[75],"variables":[76],"(MVFCM)":[78],"algorithm.":[79]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}