{"id":"https://openalex.org/W2906852680","doi":"https://doi.org/10.3233/jifs-181084","title":"An intuitionistic fuzzy clustering algorithm based on a new correlation coefficient with application in medical diagnosis","display_name":"An intuitionistic fuzzy clustering algorithm based on a new correlation coefficient with application in medical diagnosis","publication_year":2019,"publication_date":"2019-01-03","ids":{"openalex":"https://openalex.org/W2906852680","doi":"https://doi.org/10.3233/jifs-181084","mag":"2906852680"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-181084","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-181084","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 &amp; Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/An_intuitionistic_fuzzy_clustering_algorithm_based_on_a_new_correlation_coefficient_with_application_in_medical_diagnosis/20758414","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016374952","display_name":"Nguy\u1ec5n Xu\u00e2n Th\u1ea3o","orcid":"https://orcid.org/0000-0003-2637-3684"},"institutions":[{"id":"https://openalex.org/I4210102522","display_name":"Vietnam National University of Agriculture","ror":"https://ror.org/01abaah21","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210102522"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Nguyen Xuan Thao","raw_affiliation_strings":["Faculty of Information Technology, Vietnam National University of Agriculture, Ha Noi, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Vietnam National University of Agriculture, Ha Noi, Viet Nam","institution_ids":["https://openalex.org/I4210102522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070051800","display_name":"Mumtaz Ali","orcid":"https://orcid.org/0000-0002-6975-5159"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mumtaz Ali","raw_affiliation_strings":["University of Southern Queensland QLD, Springfield, Australia"],"affiliations":[{"raw_affiliation_string":"University of Southern Queensland QLD, Springfield, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012703845","display_name":"Florent\u00edn Smarandache","orcid":"https://orcid.org/0000-0002-5560-5926"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]},{"id":"https://openalex.org/I4210118010","display_name":"Gallup Indian Medical Center","ror":"https://ror.org/02jbzrw51","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I157850169","https://openalex.org/I4210118010"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Florentin Smarandache","raw_affiliation_strings":["Department of Mathematics, University of New Mexico, Gallup, NM, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of New Mexico, Gallup, NM, USA","institution_ids":["https://openalex.org/I4210118010","https://openalex.org/I169521973"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016374952"],"corresponding_institution_ids":["https://openalex.org/I4210102522"],"apc_list":null,"apc_paid":null,"fwci":9.486,"has_fulltext":false,"cited_by_count":75,"citation_normalized_percentile":{"value":0.98161249,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"36","issue":"1","first_page":"189","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9994999766349792,"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":0.9994999766349792,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9927999973297119,"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":0.9922000169754028,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.620310366153717},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.5947314500808716},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5829110145568848},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5150501728057861},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.46192309260368347},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4496210813522339},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4427565038204193},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.44212061166763306},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4012734889984131},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.38902711868286133},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3561881184577942},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3483060598373413},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34698566794395447},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3243010342121124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2893499732017517}],"concepts":[{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.620310366153717},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.5947314500808716},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5829110145568848},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5150501728057861},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.46192309260368347},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4496210813522339},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4427565038204193},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.44212061166763306},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4012734889984131},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.38902711868286133},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3561881184577942},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3483060598373413},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34698566794395447},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3243010342121124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2893499732017517},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3233/jifs-181084","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-181084","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 &amp; Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:eprints.usq.edu.au:49065","is_oa":false,"landing_page_url":"http://eprints.usq.edu.au/49065/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400692","display_name":"University of Southern Queensland ePrints (University of Southern Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I185523456","host_organization_name":"University of Southern Queensland","host_organization_lineage":["https://openalex.org/I185523456"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article (Commonwealth Reporting Category C)"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30121846","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/20758414","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/An_intuitionistic_fuzzy_clustering_algorithm_based_on_a_new_correlation_coefficient_with_application_in_medical_diagnosis/20758414","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20758414","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/An_intuitionistic_fuzzy_clustering_algorithm_based_on_a_new_correlation_coefficient_with_application_in_medical_diagnosis/20758414","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1121288849","https://openalex.org/W1493389405","https://openalex.org/W1816134045","https://openalex.org/W1980564456","https://openalex.org/W1994112479","https://openalex.org/W2006727531","https://openalex.org/W2017846705","https://openalex.org/W2017977229","https://openalex.org/W2019948390","https://openalex.org/W2053211464","https://openalex.org/W2080627339","https://openalex.org/W2118877831","https://openalex.org/W2124970246","https://openalex.org/W2144086263","https://openalex.org/W2155072267","https://openalex.org/W2170446054","https://openalex.org/W2175072366","https://openalex.org/W2285355494","https://openalex.org/W4211007335","https://openalex.org/W4239227372","https://openalex.org/W4292078529"],"related_works":["https://openalex.org/W2788344745","https://openalex.org/W2062336688","https://openalex.org/W2910677864","https://openalex.org/W2148213881","https://openalex.org/W2046078371","https://openalex.org/W2383820648","https://openalex.org/W2163515958","https://openalex.org/W4245445763","https://openalex.org/W2326614066","https://openalex.org/W4386330225"],"abstract_inverted_index":{"In":[0],"this":[1,16,82,91,114],"paper,":[2],"we":[3,25,47,59,89,112],"propose":[4],"a":[5],"new":[6,17],"correlation":[7,66,83,95,115],"coefficient":[8,67,84,116],"between":[9,53,97],"intuitionistic":[10,55,76,100,121],"fuzzy":[11,56,77,101,122],"sets.":[12,57],"We":[13],"then":[14],"use":[15],"result":[18],"to":[19,49,93],"compute":[20],"some":[21,35],"examples":[22],"through":[23],"which":[24],"find":[26],"that":[27],"it":[28,105],"benefits":[29],"from":[30],"such":[31],"an":[32],"outcome":[33],"with":[34,44,120],"well-known":[36],"results":[37],"in":[38,42,86,106,117],"the":[39,61,65,70,75,79,98,107],"literature.":[40],"As":[41],"statistics":[43],"real":[45],"variables,":[46],"refer":[48],"variance":[50,71],"and":[51,72,103],"covariance":[52,73],"two":[54],"Then,":[58,88],"determined":[60],"formula":[62],"for":[63],"calculating":[64],"based":[68],"on":[69],"of":[74,81],"set,":[78],"value":[80],"is":[85],"[\u20131,1].":[87],"develop":[90],"direction":[92],"build":[94],"coefficients":[96],"interval-valued":[99],"sets":[102],"apply":[104,113],"pattern":[108],"recognition":[109],"problem.":[110],"Finally,":[111],"clustering":[118],"problem":[119],"information.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":6}],"updated_date":"2026-04-16T15:07:20.185449","created_date":"2025-10-10T00:00:00"}
