{"id":"https://openalex.org/W4323355104","doi":"https://doi.org/10.3233/jifs-223897","title":"Fuzzy-Rough induced spectral ensemble clustering","display_name":"Fuzzy-Rough induced spectral ensemble clustering","publication_year":2023,"publication_date":"2023-03-07","ids":{"openalex":"https://openalex.org/W4323355104","doi":"https://doi.org/10.3233/jifs-223897"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-223897","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jifs-223897","pdf_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs223897?id=journal-of-intelligent-and-fuzzy-systems%2Fifs223897","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":"bronze","oa_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs223897?id=journal-of-intelligent-and-fuzzy-systems%2Fifs223897","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042175660","display_name":"Guanli Yue","orcid":"https://orcid.org/0000-0002-3760-4102"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanli Yue","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081485819","display_name":"Ansheng Deng","orcid":"https://orcid.org/0000-0003-3838-4647"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ansheng Deng","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047667818","display_name":"Yanpeng Qu","orcid":"https://orcid.org/0000-0002-2441-713X"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanpeng Qu","raw_affiliation_strings":["School of Artificial Intelligence, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004971220","display_name":"Hui Cui","orcid":"https://orcid.org/0000-0001-8224-4698"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Cui","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100326005","display_name":"Jiahui Liu","orcid":"https://orcid.org/0000-0002-5540-8068"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahui Liu","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5081485819"],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":null,"apc_paid":null,"fwci":0.4034,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6177998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"45","issue":"1","first_page":"1757","last_page":"1774"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9922999739646912,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9851999878883362,"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/cluster-analysis","display_name":"Cluster analysis","score":0.838573694229126},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.758263349533081},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6622627377510071},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.6584805250167847},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5714020729064941},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.5596409440040588},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.5557761788368225},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.4985346794128418},{"id":"https://openalex.org/keywords/single-linkage-clustering","display_name":"Single-linkage clustering","score":0.4414568841457367},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42777952551841736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3944084644317627},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35219308733940125}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.838573694229126},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.758263349533081},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6622627377510071},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.6584805250167847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5714020729064941},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.5596409440040588},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.5557761788368225},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.4985346794128418},{"id":"https://openalex.org/C22648726","wikidata":"https://www.wikidata.org/wiki/Q7523744","display_name":"Single-linkage clustering","level":5,"score":0.4414568841457367},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42777952551841736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3944084644317627},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35219308733940125}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-223897","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jifs-223897","pdf_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs223897?id=journal-of-intelligent-and-fuzzy-systems%2Fifs223897","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"}],"best_oa_location":{"id":"doi:10.3233/jifs-223897","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jifs-223897","pdf_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs223897?id=journal-of-intelligent-and-fuzzy-systems%2Fifs223897","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4323355104.pdf"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1599173567","https://openalex.org/W1648123822","https://openalex.org/W1986403571","https://openalex.org/W2002680690","https://openalex.org/W2023441160","https://openalex.org/W2025549250","https://openalex.org/W2026831847","https://openalex.org/W2070232376","https://openalex.org/W2091324760","https://openalex.org/W2100022944","https://openalex.org/W2112660043","https://openalex.org/W2115346774","https://openalex.org/W2127218421","https://openalex.org/W2128771953","https://openalex.org/W2132914434","https://openalex.org/W2139280638","https://openalex.org/W2776279030","https://openalex.org/W2808691476","https://openalex.org/W2884833696","https://openalex.org/W2949831805","https://openalex.org/W2950244530","https://openalex.org/W2952171869","https://openalex.org/W2976222518","https://openalex.org/W2976261707","https://openalex.org/W2997770686","https://openalex.org/W3013492023","https://openalex.org/W3037256779","https://openalex.org/W3044439675","https://openalex.org/W3082776374","https://openalex.org/W3101747232","https://openalex.org/W3102376457","https://openalex.org/W3104083384","https://openalex.org/W3106090541","https://openalex.org/W3121769020","https://openalex.org/W3121976317","https://openalex.org/W3130718099","https://openalex.org/W3137540362","https://openalex.org/W3144260862","https://openalex.org/W3152753009","https://openalex.org/W3181646358","https://openalex.org/W3183630498","https://openalex.org/W4225576041","https://openalex.org/W4241535285","https://openalex.org/W4285391973","https://openalex.org/W6646652596","https://openalex.org/W6656825736","https://openalex.org/W6678914141","https://openalex.org/W6731973638","https://openalex.org/W6772338465","https://openalex.org/W6785766065","https://openalex.org/W6798534590","https://openalex.org/W6810096837"],"related_works":["https://openalex.org/W2188840951","https://openalex.org/W2160785859","https://openalex.org/W2559422900","https://openalex.org/W2171610853","https://openalex.org/W1999117613","https://openalex.org/W3120229345","https://openalex.org/W2287240295","https://openalex.org/W2770741777","https://openalex.org/W2393816671","https://openalex.org/W3140018618"],"abstract_inverted_index":{"Ensemble":[0],"clustering":[1,5,20,23,29,40,45,60,127,188],"helps":[2],"achieve":[3],"fast":[4],"under":[6],"abundant":[7],"computing":[8],"resources":[9],"by":[10,162],"constructing":[11],"multiple":[12,28],"base":[13,44,59,126,152,191],"clusterings.":[14,153],"Compared":[15],"with":[16],"the":[17,25,50,70,83,105,110,117,148,163,178,195,198],"standard":[18],"single":[19],"algorithm,":[21],"ensemble":[22,39,71,99,187],"integrates":[24],"advantages":[26],"of":[27,52,79,107,112,122,150,197],"algorithms":[30,41,189],"and":[31,35,48,85,116,120,183,190],"has":[32],"stronger":[33],"robustness":[34],"applicability.":[36],"Nevertheless,":[37],"most":[38],"treat":[42],"each":[43],"result":[46],"equally":[47],"ignore":[49],"difference":[51],"clusters.":[53],"If":[54],"a":[55,58,66,76,94,140,155],"cluster":[56,138],"in":[57,69,81,88,125],"is":[61,101,114,144,160],"reliable/unreliable,":[62],"it":[63],"should":[64],"play":[65],"critical/uncritical":[67],"role":[68],"process.":[72],"Fuzzy-rough":[73],"sets":[74],"offer":[75],"high":[77],"degree":[78,119],"flexibility":[80],"enabling":[82],"vagueness":[84],"imprecision":[86],"present":[87],"real-valued":[89],"data.":[90],"In":[91],"this":[92],"paper,":[93],"novel":[95,156,199],"fuzzy-rough":[96,132],"induced":[97,129],"spectral":[98,158],"approach":[100,180],"proposed":[102,179],"to":[103,146,170],"improve":[104],"performance":[106],"clustering.":[108],"Specifically,":[109],"significance":[111],"clusters":[113,123],"differentiated,":[115],"unacceptable":[118],"reliability":[121],"formed":[124],"are":[128],"based":[130],"on":[131,136],"lower":[133],"approximation.":[134],"Based":[135],"defined":[137,161],"reliability,":[139],"new":[141],"co-association":[142],"matrix":[143],"generated":[145],"enhance":[147],"effect":[149],"diverse":[151],"Finally,":[154],"consensus":[157],"function":[159],"constructed":[164],"adjacency":[165],"matrix,":[166],"which":[167,193],"can":[168],"lead":[169],"significantly":[171],"better":[172],"results.":[173],"Experimental":[174],"results":[175],"confirm":[176],"that":[177],"works":[181],"effectively":[182],"outperforms":[184],"many":[185],"state-of-the-art":[186],"clustering,":[192],"illustrates":[194],"superiority":[196],"algorithm.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
