{"id":"https://openalex.org/W4400961232","doi":"https://doi.org/10.1142/s0219691324500425","title":"Online unsupervised multi-view feature selection with adaptive neighbors","display_name":"Online unsupervised multi-view feature selection with adaptive neighbors","publication_year":2024,"publication_date":"2024-07-24","ids":{"openalex":"https://openalex.org/W4400961232","doi":"https://doi.org/10.1142/s0219691324500425"},"language":"en","primary_location":{"id":"doi:10.1142/s0219691324500425","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219691324500425","pdf_url":null,"source":{"id":"https://openalex.org/S56986848","display_name":"International Journal of Wavelets Multiresolution and Information Processing","issn_l":"0219-6913","issn":["0219-6913","1793-690X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Wavelets, Multiresolution and Information Processing","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/A5060366909","display_name":"Yihao Ai","orcid":"https://orcid.org/0009-0005-2336-4813"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yihao Ai","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, P. R. China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101828697","display_name":"Guo Zhong","orcid":"https://orcid.org/0000-0002-6428-5645"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guo Zhong","raw_affiliation_strings":["School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, P. R. China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107462544","display_name":"Tingjian Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingjian Chen","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, P. R. China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016933731","display_name":"Haoliang Yuan","orcid":"https://orcid.org/0000-0001-5167-226X"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoliang Yuan","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, P. R. China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029853791","display_name":"Loi Lei Lai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Loi Lei Lai","raw_affiliation_strings":["DRPT International Incorporated, Perth, Western Australia"],"affiliations":[{"raw_affiliation_string":"DRPT International Incorporated, Perth, Western Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5060366909"],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11824853,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":"01","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9520999789237976,"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"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9520999789237976,"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/feature-selection","display_name":"Feature selection","score":0.650484561920166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5883817672729492},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5819310545921326},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5621800422668457},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5551377534866333},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47420814633369446}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.650484561920166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5883817672729492},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5819310545921326},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5621800422668457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5551377534866333},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47420814633369446},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0219691324500425","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219691324500425","pdf_url":null,"source":{"id":"https://openalex.org/S56986848","display_name":"International Journal of Wavelets Multiresolution and Information Processing","issn_l":"0219-6913","issn":["0219-6913","1793-690X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Wavelets, Multiresolution and Information Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W201974436","https://openalex.org/W628583573","https://openalex.org/W1607408214","https://openalex.org/W1902027874","https://openalex.org/W1964305049","https://openalex.org/W1966273763","https://openalex.org/W1967664674","https://openalex.org/W1984776140","https://openalex.org/W2007972815","https://openalex.org/W2017337590","https://openalex.org/W2038219201","https://openalex.org/W2051832123","https://openalex.org/W2084028080","https://openalex.org/W2120000263","https://openalex.org/W2121410881","https://openalex.org/W2128873747","https://openalex.org/W2136051823","https://openalex.org/W2150000644","https://openalex.org/W2151103935","https://openalex.org/W2153605240","https://openalex.org/W2155904486","https://openalex.org/W2158933803","https://openalex.org/W2161969291","https://openalex.org/W2163352848","https://openalex.org/W2166782149","https://openalex.org/W2193312788","https://openalex.org/W2344301817","https://openalex.org/W2425246132","https://openalex.org/W2527508530","https://openalex.org/W2583916359","https://openalex.org/W2595272553","https://openalex.org/W2833504722","https://openalex.org/W2899604627","https://openalex.org/W2899642931","https://openalex.org/W2900778510","https://openalex.org/W2910587455","https://openalex.org/W3000308450","https://openalex.org/W3004244740","https://openalex.org/W3024731928","https://openalex.org/W3046901593","https://openalex.org/W3093700310","https://openalex.org/W3114137134","https://openalex.org/W3120689699","https://openalex.org/W3210633742","https://openalex.org/W4302088463","https://openalex.org/W4362587872","https://openalex.org/W4367146347","https://openalex.org/W4386233471","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W4386159726"],"abstract_inverted_index":{"Unsupervised":[0,58],"feature":[1,70,102,162],"selection":[2,71,103,163],"has":[3],"emerged":[4],"as":[5],"a":[6,20,95,116],"significant":[7],"and":[8,25,44,48,73,123,133,158],"challenging":[9],"issue":[10],"in":[11],"multi-view":[12,27,78,112,144,161],"learning":[13],"due":[14],"to":[15,18,35,75,100],"the":[16,38,77,82,121,131,136],"need":[17],"process":[19],"large":[21],"amount":[22],"of":[23,40,90,135],"unlabeled":[24],"high-dimensional":[26],"data.":[28,80],"Although":[29],"numerous":[30],"methods":[31],"have":[32,45],"been":[33],"developed":[34],"this":[36],"point,":[37],"majority":[39],"them":[41],"are":[42],"offline":[43,159],"substantial":[46],"computational":[47,122],"memory":[49],"costs.":[50],"Unlike":[51],"previous":[52],"work,":[53],"we":[54],"propose":[55],"an":[56],"Online":[57],"Multi-View":[59],"Feature":[60],"Selection":[61],"with":[62,139],"Adaptive":[63],"Neighbors":[64],"(OUMVFSAN)":[65],"method":[66,85],"by":[67,115],"exploring":[68],"view-specific":[69],"matrices":[72,104],"weights":[74],"handle":[76],"streaming":[79,113],"Specifically,":[81],"proposed":[83,137],"OUMVFSAN":[84,119,138,151],"naturally":[86],"performs":[87,152],"information":[88],"fusion":[89],"different":[91],"views":[92],"guided":[93],"through":[94,110],"consensus":[96],"clustering":[97],"indicator":[98],"matrix":[99],"make":[101],"select":[105],"more":[106],"valuable":[107],"features.":[108],"Moreover,":[109],"processing":[111],"data":[114],"buffering":[117],"technique,":[118],"reduces":[120],"storage":[124],"cost":[125],"without":[126],"sacrificing":[127],"performance.":[128],"We":[129],"demonstrate":[130],"effectiveness":[132],"efficiency":[134],"extensive":[140],"experiments":[141],"on":[142],"eight":[143],"datasets.":[145],"It":[146],"is":[147],"worth":[148],"noting":[149],"that":[150],"better":[153],"than":[154],"many":[155],"state-of-the-art":[156],"online":[157],"unsupervised":[160],"methods.":[164]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
