{"id":"https://openalex.org/W2042340900","doi":"https://doi.org/10.1109/fuzz-ieee.2014.6891670","title":"A maximizing model of Bezdek-like spherical fuzzy c-means clustering","display_name":"A maximizing model of Bezdek-like spherical fuzzy c-means clustering","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2042340900","doi":"https://doi.org/10.1109/fuzz-ieee.2014.6891670","mag":"2042340900"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2014.6891670","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2014.6891670","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5033247953","display_name":"Yuchi Kanzawa","orcid":"https://orcid.org/0000-0002-4421-3513"},"institutions":[{"id":"https://openalex.org/I171481255","display_name":"Shibaura Institute of Technology","ror":"https://ror.org/020wjcq07","country_code":"JP","type":"education","lineage":["https://openalex.org/I171481255"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yuchi Kanzawa","raw_affiliation_strings":["Department of Communication Engineering, Shibaura Institute of Technology, Tokyo, JAPAN","Department of Communication Engineering, Faculty of Engineering, Shibaura Institute of Technology, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Communication Engineering, Shibaura Institute of Technology, Tokyo, JAPAN","institution_ids":["https://openalex.org/I171481255"]},{"raw_affiliation_string":"Department of Communication Engineering, Faculty of Engineering, Shibaura Institute of Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I171481255"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5033247953"],"corresponding_institution_ids":["https://openalex.org/I171481255"],"apc_list":null,"apc_paid":null,"fwci":2.8631,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.91920381,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"2482","last_page":"2488"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9983999729156494,"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/T11106","display_name":"Data Management and Algorithms","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.6448039412498474},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6127453446388245},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6017708778381348},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.540069043636322},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5145770907402039},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5008947849273682},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.4221879839897156},{"id":"https://openalex.org/keywords/spherical-wave","display_name":"Spherical wave","score":0.41650575399398804},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38953518867492676},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3506259024143219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30639714002609253},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13894560933113098}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6448039412498474},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6127453446388245},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6017708778381348},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.540069043636322},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5145770907402039},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5008947849273682},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.4221879839897156},{"id":"https://openalex.org/C2988484230","wikidata":"https://www.wikidata.org/wiki/Q193846","display_name":"Spherical wave","level":2,"score":0.41650575399398804},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38953518867492676},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3506259024143219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30639714002609253},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13894560933113098},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2014.6891670","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2014.6891670","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W113272678","https://openalex.org/W158853751","https://openalex.org/W1560265110","https://openalex.org/W1607702140","https://openalex.org/W1790954942","https://openalex.org/W1950259624","https://openalex.org/W1990368529","https://openalex.org/W1998266257","https://openalex.org/W2009134948","https://openalex.org/W2046496637","https://openalex.org/W2053677366","https://openalex.org/W2113076747","https://openalex.org/W2120688485","https://openalex.org/W2127218421","https://openalex.org/W2145001205","https://openalex.org/W2150376021","https://openalex.org/W2278532921","https://openalex.org/W2294906672","https://openalex.org/W4247930955","https://openalex.org/W6633397205","https://openalex.org/W6640723927","https://openalex.org/W6678914141","https://openalex.org/W6682124274","https://openalex.org/W6694777023","https://openalex.org/W7015365012"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4292434959"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"a":[3],"maximizing":[4,22],"model":[5,23,47],"of":[6,20,24,48,56],"Bezdek-type":[7,49],"spherical":[8,25,50],"fuzzy":[9,51],"c-means":[10],"clustering":[11],"is":[12,15,35,41,60],"proposed,":[13],"which":[14],"based":[16],"on":[17],"the":[18,21,38,45,54],"regularization":[19],"hard":[26],"c-means.":[27],"Using":[28],"theoretical":[29],"analysis":[30],"and":[31],"numerical":[32],"experiments,":[33],"it":[34],"shown":[36],"that":[37,63],"proposed":[39],"method":[40],"not":[42],"equivalent":[43],"to":[44],"minimizing":[46],"c-means,":[52],"because":[53],"effect":[55],"its":[57],"fuzzifier":[58],"parameter":[59],"different":[61],"from":[62],"found":[64],"in":[65],"conventional":[66],"methods.":[67]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
