{"id":"https://openalex.org/W4400109520","doi":"https://doi.org/10.1016/j.simpa.2024.100678","title":"SSFCM-FWCW: Semi-Supervised Fuzzy C-Means method based on Feature-Weight and Cluster-Weight learning","display_name":"SSFCM-FWCW: Semi-Supervised Fuzzy C-Means method based on Feature-Weight and Cluster-Weight learning","publication_year":2024,"publication_date":"2024-06-28","ids":{"openalex":"https://openalex.org/W4400109520","doi":"https://doi.org/10.1016/j.simpa.2024.100678"},"language":"en","primary_location":{"id":"doi:10.1016/j.simpa.2024.100678","doi":"https://doi.org/10.1016/j.simpa.2024.100678","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.simpa.2024.100678","pdf_url":null,"source":{"id":"https://openalex.org/S4210180398","display_name":"Software Impacts","issn_l":"2665-9638","issn":["2665-9638"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software Impacts","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4400109520"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.simpa.2024.100678","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008845355","display_name":"Amin Golzari Oskouei","orcid":"https://orcid.org/0000-0003-2551-7105","observed_orcids":["https://orcid.org/0000-0003-2551-7105"]},"institutions":[{"id":"https://openalex.org/I143150842","display_name":"Urmia University of Technology","ror":"https://ror.org/02v319z25","country_code":"IR","type":"education","lineage":["https://openalex.org/I143150842"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Amin Golzari Oskouei","raw_affiliation_strings":["Faculty of IT and Computer Engineering, Urmia University of Technology, Urmia, Iran"],"raw_orcid":"https://orcid.org/0000-0003-2551-7105","affiliations":[{"raw_affiliation_string":"Faculty of IT and Computer Engineering, Urmia University of Technology, Urmia, Iran","institution_ids":["https://openalex.org/I143150842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049349720","display_name":"Negin Samadi","orcid":"https://orcid.org/0000-0002-9655-4766","observed_orcids":["https://orcid.org/0000-0002-9655-4766"]},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Negin Samadi","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Electrical and Computer Engineering, University of Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Electrical and Computer Engineering, University of Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074697107","display_name":"Jafar Tanha","orcid":"https://orcid.org/0000-0002-0779-6027","observed_orcids":["https://orcid.org/0000-0002-0779-6027"]},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Jafar Tanha","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Electrical and Computer Engineering, University of Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Electrical and Computer Engineering, University of Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002336714","display_name":"Asgarali Bouyer","orcid":"https://orcid.org/0000-0002-4808-2856","observed_orcids":["https://orcid.org/0000-0002-4808-2856"]},"institutions":[{"id":"https://openalex.org/I51301133","display_name":"Azarbaijan Shahid Madani University","ror":"https://ror.org/05pg2cw06","country_code":"IR","type":"education","lineage":["https://openalex.org/I51301133"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Asgarali Bouyer","raw_affiliation_strings":["Department of Software Engineering, Faculty of Computer Engineering and Information Technology, Azarbaijan Shahid Madani University, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Faculty of Computer Engineering and Information Technology, Azarbaijan Shahid Madani University, Tabriz, Iran","institution_ids":["https://openalex.org/I51301133"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008845355"],"corresponding_institution_ids":["https://openalex.org/I143150842"],"apc_list":{"value":480,"currency":"USD","value_usd":480},"apc_paid":{"value":480,"currency":"USD","value_usd":480},"fwci":1.5608,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.83973409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"21","issue":null,"first_page":"100678","last_page":"100678"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":1.0,"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":1.0,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":9.999999747378752e-05,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/fuzzy-c-means-clustering","display_name":"fuzzy c-means clustering","score":0.9049999713897705},{"id":"https://openalex.org/keywords/semi-supervised-clustering","display_name":"semi-supervised clustering","score":0.996999979019165},{"id":"https://openalex.org/keywords/feature-weighting","display_name":"feature weighting","score":0.8989999890327454},{"id":"https://openalex.org/keywords/adaptive-feature-weighting","display_name":"adaptive feature weighting","score":0.7559999823570251},{"id":"https://openalex.org/keywords/cluster-center-initialization","display_name":"cluster center initialization","score":0.4390000104904175},{"id":"https://openalex.org/keywords/label-information","display_name":"label information","score":0.6460000276565552},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"fuzzy clustering","score":0.9150000214576721}],"concepts":[{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6665705442428589},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6288235187530518},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5774616003036499},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5524210929870605},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5352433919906616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4708152413368225},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3368690013885498},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.simpa.2024.100678","doi":"https://doi.org/10.1016/j.simpa.2024.100678","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.simpa.2024.100678","pdf_url":null,"source":{"id":"https://openalex.org/S4210180398","display_name":"Software Impacts","issn_l":"2665-9638","issn":["2665-9638"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software Impacts","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.simpa.2024.100678","doi":"https://doi.org/10.1016/j.simpa.2024.100678","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.simpa.2024.100678","pdf_url":null,"source":{"id":"https://openalex.org/S4210180398","display_name":"Software Impacts","issn_l":"2665-9638","issn":["2665-9638"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software Impacts","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2099189653","https://openalex.org/W2314552176","https://openalex.org/W2760506815","https://openalex.org/W2810183518","https://openalex.org/W2915678294","https://openalex.org/W2960503565","https://openalex.org/W3003753408","https://openalex.org/W3048705786","https://openalex.org/W3206188013","https://openalex.org/W3210407768","https://openalex.org/W3217458064","https://openalex.org/W4205341929","https://openalex.org/W4210992544","https://openalex.org/W4213280793","https://openalex.org/W4225321042","https://openalex.org/W4283811563","https://openalex.org/W4294311511","https://openalex.org/W4294968802","https://openalex.org/W4312222690","https://openalex.org/W4312872376","https://openalex.org/W4317357982","https://openalex.org/W4372232603","https://openalex.org/W4379875539","https://openalex.org/W4383312180","https://openalex.org/W4385839127","https://openalex.org/W4385839456","https://openalex.org/W4390780641","https://openalex.org/W4396690788","https://openalex.org/W6808234580"],"related_works":["https://openalex.org/W4396690788","https://openalex.org/W4392611889","https://openalex.org/W4412949994","https://openalex.org/W2254042513","https://openalex.org/W2915678294","https://openalex.org/W3214304288","https://openalex.org/W3128366349","https://openalex.org/W7126059896","https://openalex.org/W2051559589","https://openalex.org/W2038950420"],"abstract_inverted_index":{"SSFCM-FWCW":[0,98],"(Feature-Weight":[1],"and":[2,71,91,109,139],"Cluster-Weight":[3],"based":[4,35],"Semi-Supervised":[5,114],"Fuzzy":[6,111],"C":[7],"-Means)":[8],"is":[9,30,47,99,119,132],"a":[10,104,151],"soft":[11],"clustering":[12,22,81],"method.":[13],"It":[14],"incorporates":[15],"supplementary":[16],"label":[17,69],"information":[18,70],"to":[19,32,49,53,121,141],"enhance":[20],"the":[21,51,54,61,86],"quality.":[23],"An":[24,93],"adaptive":[25,44,72],"local":[26],"feature":[27],"weighting":[28,45,73],"technique":[29,46],"utilized":[31],"weight":[33],"features":[34,90],"on":[36],"their":[37],"significance":[38],"within":[39],"specific":[40],"clusters.":[41,65,92],"Additionally,":[42],"an":[43,76,83,133],"applied":[48],"diminish":[50],"sensitivity":[52],"initial":[55],"center":[56],"selection,":[57],"effectively":[58],"distinguishing":[59],"between":[60],"effects":[62],"of":[63,68,88,97,107,147],"various":[64],"The":[66,117,130],"conjunction":[67],"results":[74],"in":[75,150],"optimal":[77],"fuzzy":[78],"c":[79],"-means":[80],"with":[82],"insight":[84],"into":[85],"importance":[87],"individual":[89],"open-source":[94],"Matlab":[95],"implementation":[96,106],"available.":[100],"\u2022":[101,116,129,143],"We":[102],"provide":[103],"MATLAB":[105],"Feature-Weight":[108],"Cluster-Weight-based":[110],"c-Means":[112],"for":[113],"clustering.":[115],"code":[118,131],"helpful":[120],"machine":[122],"learning":[123],"researchers":[124],"as":[125,127],"well":[126],"practitioners.":[128],"efficient,":[134],"extensible,":[135],"scalable,":[136],"readable,":[137],"portable":[138],"easy":[140,145],"use.":[142],"Allows":[144],"integration":[146],"new":[148],"methods":[149],"modular":[152],"fashion.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2024-06-29T00:00:00"}