{"id":"https://openalex.org/W3094728242","doi":"https://doi.org/10.3233/jifs-201178","title":"A new weighted fuzzy C-means clustering approach considering between-cluster separability","display_name":"A new weighted fuzzy C-means clustering approach considering between-cluster separability","publication_year":2020,"publication_date":"2020-10-30","ids":{"openalex":"https://openalex.org/W3094728242","doi":"https://doi.org/10.3233/jifs-201178","mag":"3094728242"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-201178","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-201178","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/A5012760333","display_name":"Ziheng Wu","orcid":"https://orcid.org/0000-0003-4633-6012"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ziheng Wu","raw_affiliation_strings":["Anhui Province Key Laboratory of Special and Heavy Load Robot, Maanshan, China","School of Electrical and Information Engineering, AnHui University of Technology, Maanshan, China"],"affiliations":[{"raw_affiliation_string":"Anhui Province Key Laboratory of Special and Heavy Load Robot, Maanshan, China","institution_ids":["https://openalex.org/I92178344"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, AnHui University of Technology, Maanshan, China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331563","display_name":"Cong Li","orcid":"https://orcid.org/0000-0001-9732-9598"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Li","raw_affiliation_strings":["School of Electrical and Information Engineering, AnHui University of Technology, Maanshan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, AnHui University of Technology, Maanshan, China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101792242","display_name":"Fang Zhou","orcid":"https://orcid.org/0000-0001-9859-8458"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Zhou","raw_affiliation_strings":["School of Electrical and Information Engineering, AnHui University of Technology, Maanshan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, AnHui University of Technology, Maanshan, China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100349558","display_name":"Lei Liu","orcid":"https://orcid.org/0000-0002-4698-2965"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Liu","raw_affiliation_strings":["School of Electrical and Information Engineering, AnHui University of Technology, Maanshan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, AnHui University of Technology, Maanshan, China","institution_ids":["https://openalex.org/I92178344"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012760333"],"corresponding_institution_ids":["https://openalex.org/I92178344"],"apc_list":null,"apc_paid":null,"fwci":0.1326,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55560266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"40","issue":"1","first_page":"1017","last_page":"1024"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9945999979972839,"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":0.9945999979972839,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9793999791145325,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8113181591033936},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7614470720291138},{"id":"https://openalex.org/keywords/compact-space","display_name":"Compact space","score":0.7468358278274536},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.6667934656143188},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.6573848724365234},{"id":"https://openalex.org/keywords/k-medians-clustering","display_name":"k-medians clustering","score":0.5983752012252808},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5576531291007996},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5569995045661926},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5141187310218811},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.501274824142456},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.48610663414001465},{"id":"https://openalex.org/keywords/flame-clustering","display_name":"FLAME clustering","score":0.4733845293521881},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4587043523788452},{"id":"https://openalex.org/keywords/complete-linkage-clustering","display_name":"Complete-linkage clustering","score":0.44130241870880127},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40934115648269653},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.27708810567855835},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.04024478793144226}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8113181591033936},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7614470720291138},{"id":"https://openalex.org/C18648836","wikidata":"https://www.wikidata.org/wiki/Q381892","display_name":"Compact space","level":2,"score":0.7468358278274536},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.6667934656143188},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6573848724365234},{"id":"https://openalex.org/C115328559","wikidata":"https://www.wikidata.org/wiki/Q4041956","display_name":"k-medians clustering","level":5,"score":0.5983752012252808},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5576531291007996},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5569995045661926},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5141187310218811},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.501274824142456},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.48610663414001465},{"id":"https://openalex.org/C44859942","wikidata":"https://www.wikidata.org/wiki/Q5426511","display_name":"FLAME clustering","level":5,"score":0.4733845293521881},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4587043523788452},{"id":"https://openalex.org/C23822008","wikidata":"https://www.wikidata.org/wiki/Q5156437","display_name":"Complete-linkage clustering","level":5,"score":0.44130241870880127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40934115648269653},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.27708810567855835},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.04024478793144226},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-201178","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-201178","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W611000878","https://openalex.org/W1510047790","https://openalex.org/W1911778796","https://openalex.org/W1963847195","https://openalex.org/W1975700746","https://openalex.org/W1984234640","https://openalex.org/W1985512226","https://openalex.org/W1990368529","https://openalex.org/W2051854724","https://openalex.org/W2053924078","https://openalex.org/W2061843755","https://openalex.org/W2074560087","https://openalex.org/W2113076747","https://openalex.org/W2120887445","https://openalex.org/W2121628067","https://openalex.org/W2125070513","https://openalex.org/W2203649114","https://openalex.org/W2216555353","https://openalex.org/W2295853480","https://openalex.org/W2312529327","https://openalex.org/W2313726139","https://openalex.org/W2320602699","https://openalex.org/W2330382114","https://openalex.org/W2473060649","https://openalex.org/W2513122565","https://openalex.org/W2564937887","https://openalex.org/W2790528129","https://openalex.org/W2969184327"],"related_works":["https://openalex.org/W2263992973","https://openalex.org/W3087769312","https://openalex.org/W2402050782","https://openalex.org/W2338192130","https://openalex.org/W605825606","https://openalex.org/W2747006034","https://openalex.org/W2308893070","https://openalex.org/W2041906719","https://openalex.org/W2076552121","https://openalex.org/W2184001093"],"abstract_inverted_index":{"Fuzzy":[0],"C-means":[1,54],"clustering":[2,55,99],"algorithm":[3],"(FCM)":[4],"is":[5,21,29],"an":[6],"effective":[7],"approach":[8,56,139],"for":[9,62],"clustering.":[10],"However,":[11],"in":[12,60],"most":[13],"existing":[14],"FCM":[15],"type":[16],"frameworks,":[17],"only":[18],"in-cluster":[19,70,86,120],"compactness":[20,65,121],"taken":[22,92],"into":[23,93],"account,":[24],"whereas":[25],"the":[26,36,40,69,78,85,97,101,105,119,123,133,137],"between-cluster":[27,58,79,89,124],"separability":[28],"overlooked.":[30],"In":[31],"this":[32],"paper,":[33],"to":[34],"enhance":[35],"clustering,":[37],"by":[38,117],"incorporating":[39],"feature":[41,106],"weighting":[42,45],"and":[43,66,76,88,112,122],"data":[44,110],"method,":[46],"we":[47],"put":[48],"forward":[49],"a":[50],"new":[51,138],"weighted":[52],"fuzzy":[53],"considering":[57],"separability,":[59,67],"which":[61],"achieving":[63],"good":[64],"making":[68,77],"distances":[71,80,87,90],"as":[72,74,81,83],"small":[73],"possible":[75],"large":[82],"possible,":[84],"are":[91,115],"account;":[94],"To":[95],"achieve":[96],"optimal":[98],"result,":[100],"iterative":[102],"formulas":[103],"of":[104],"weights,":[107],"membership":[108],"degrees,":[109],"weights":[111],"cluster":[113],"centers":[114],"obtained":[116],"maximizing":[118],"separability.":[125],"Experiments":[126],"on":[127],"real-world":[128],"datasets":[129],"were":[130],"carried":[131],"out,":[132],"results":[134],"showed":[135],"that":[136],"could":[140],"obtain":[141],"promising":[142],"performance.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}