{"id":"https://openalex.org/W4402299686","doi":"https://doi.org/10.1109/lsp.2024.3455988","title":"Enhancing Inter-Class Separability With High-Order Strangers for Multi-View Clustering","display_name":"Enhancing Inter-Class Separability With High-Order Strangers for Multi-View Clustering","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402299686","doi":"https://doi.org/10.1109/lsp.2024.3455988"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2024.3455988","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/lsp.2024.3455988","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","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/A5113370559","display_name":"Chundan Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chundan Liu","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University, Qingdao, China","College of Computer Science and Technology, Qingdao University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University, Qingdao, China","institution_ids":[]},{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107748381","display_name":"Zhang Qian","orcid":"https://orcid.org/0009-0000-3561-4211"},"institutions":[{"id":"https://openalex.org/I4210118178","display_name":"Yangzhou Polytechnic Institute","ror":"https://ror.org/02grzhe48","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210118178"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Zhang","raw_affiliation_strings":["College of Information Engineering, Binzhou Polytechnic, Binzhou, China","College of Information Engineering, Binzhou Polytechnic, China"],"raw_orcid":"https://orcid.org/0009-0000-3561-4211","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Binzhou Polytechnic, Binzhou, China","institution_ids":[]},{"raw_affiliation_string":"College of Information Engineering, Binzhou Polytechnic, China","institution_ids":["https://openalex.org/I4210118178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031480448","display_name":"Yongyong Chen","orcid":"https://orcid.org/0000-0003-1970-1993"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongyong Chen","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Harbin, China","School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), China"],"raw_orcid":"https://orcid.org/0000-0003-1970-1993","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029633264","display_name":"Junyu Dong","orcid":"https://orcid.org/0000-0001-7012-2087"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyu Dong","raw_affiliation_strings":["College of Computer Science and Technology, Ocean University of China, Qingdao, China","College of Computer Science and Technology, Ocean University of China, China"],"raw_orcid":"https://orcid.org/0000-0001-7012-2087","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"College of Computer Science and Technology, Ocean University of China, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054958308","display_name":"Chong Peng","orcid":"https://orcid.org/0000-0003-0003-5126"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Peng","raw_affiliation_strings":["College of Computer Science and Technology, Ocean University of China, Qingdao, China","College of Computer Science and Technology, Ocean University of China, China"],"raw_orcid":"https://orcid.org/0000-0003-0003-5126","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"College of Computer Science and Technology, Ocean University of China, China","institution_ids":["https://openalex.org/I59028903"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4087,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59879945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"31","issue":null,"first_page":"2460","last_page":"2464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9980000257492065,"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":0.6841364502906799},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6557750701904297},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5875869989395142},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5315171480178833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39375922083854675},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07991650700569153}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6841364502906799},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6557750701904297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5875869989395142},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5315171480178833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39375922083854675},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07991650700569153},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2024.3455988","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/lsp.2024.3455988","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G3713895120","display_name":null,"funder_award_id":"62276147","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W109865423","https://openalex.org/W201974436","https://openalex.org/W1975172027","https://openalex.org/W1992426838","https://openalex.org/W1993962865","https://openalex.org/W1997201895","https://openalex.org/W2089480358","https://openalex.org/W2121947440","https://openalex.org/W2136294701","https://openalex.org/W2165922980","https://openalex.org/W2197707282","https://openalex.org/W2565835729","https://openalex.org/W2569859441","https://openalex.org/W2736399023","https://openalex.org/W2737186053","https://openalex.org/W2898233200","https://openalex.org/W2921065608","https://openalex.org/W2988613494","https://openalex.org/W2997739739","https://openalex.org/W3000198573","https://openalex.org/W3044178239","https://openalex.org/W3099965913","https://openalex.org/W3128193561","https://openalex.org/W3128355817","https://openalex.org/W3130503331","https://openalex.org/W3140079845","https://openalex.org/W3162780976","https://openalex.org/W3176694003","https://openalex.org/W3189403855","https://openalex.org/W3208283713","https://openalex.org/W4224309673","https://openalex.org/W4283827931","https://openalex.org/W4385270223","https://openalex.org/W4385290926","https://openalex.org/W4387385813","https://openalex.org/W4387968160","https://openalex.org/W4390819631","https://openalex.org/W4393147617","https://openalex.org/W4395069478","https://openalex.org/W6603183647","https://openalex.org/W6682991666","https://openalex.org/W6685357932","https://openalex.org/W6731811539","https://openalex.org/W6785581017"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2348093013"],"abstract_inverted_index":{"Multi-view":[0],"clustering":[1,20,67],"has":[2],"attracted":[3],"extensive":[4],"attention":[5],"in":[6,57],"recent":[7],"years,":[8],"which":[9],"aims":[10],"at":[11],"integrating":[12],"data":[13],"from":[14],"different":[15],"views":[16],"to":[17,35,50],"improve":[18],"the":[19,41,44,85],"performance.":[21],"In":[22],"this":[23],"letter,":[24],"we":[25,61],"propose":[26,34],"a":[27,63],"novel":[28],"approach":[29],"for":[30],"multi-view":[31],"clustering.":[32],"We":[33],"leverage":[36],"high-order":[37],"stranger":[38],"information":[39],"of":[40,46,54,87],"samples":[42],"with":[43,78],"aid":[45],"Markov":[47],"random":[48],"walks":[49],"enhance":[51],"inter-class":[52],"separability":[53],"representation":[55],"matrix":[56],"each":[58],"view.":[59],"Then,":[60],"seek":[62],"direct":[64],"and":[65,73],"intuitive":[66],"interpretation":[68],"through":[69],"view-specific":[70],"spectral":[71,75],"embeddings":[72],"cross-view":[74],"rotation":[76],"fusion":[77],"auto-adjusted":[79],"weights.":[80],"Extensive":[81],"experimental":[82],"results":[83],"confirm":[84],"effectiveness":[86],"our":[88],"method.":[89]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}