{"id":"https://openalex.org/W4312609596","doi":"https://doi.org/10.1109/dsa56465.2022.00129","title":"Adaptive Weight Structure Representation for Multi-view Subspace Clustering","display_name":"Adaptive Weight Structure Representation for Multi-view Subspace Clustering","publication_year":2022,"publication_date":"2022-08-01","ids":{"openalex":"https://openalex.org/W4312609596","doi":"https://doi.org/10.1109/dsa56465.2022.00129"},"language":"en","primary_location":{"id":"doi:10.1109/dsa56465.2022.00129","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsa56465.2022.00129","pdf_url":null,"source":{"id":"https://openalex.org/S4363608127","display_name":"2022 9th International Conference on Dependable Systems and Their Applications (DSA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 9th International Conference on Dependable Systems and Their Applications (DSA)","raw_type":"proceedings-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/A5027783529","display_name":"Shouhang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shouhang Wang","raw_affiliation_strings":["School of Computer and Information, Anhui Polytechnic University,Wuhu,Anhui,China","School of Computer and Information, Anhui Polytechnic University, Wuhu, Anhui, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information, Anhui Polytechnic University,Wuhu,Anhui,China","institution_ids":["https://openalex.org/I70908550"]},{"raw_affiliation_string":"School of Computer and Information, Anhui Polytechnic University, Wuhu, Anhui, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003067300","display_name":"Yong Wang","orcid":"https://orcid.org/0000-0002-2719-1017"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Wang","raw_affiliation_strings":["School of Computer and Information, Anhui Polytechnic University,Wuhu,Anhui,China","School of Computer and Information, Anhui Polytechnic University, Wuhu, Anhui, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information, Anhui Polytechnic University,Wuhu,Anhui,China","institution_ids":["https://openalex.org/I70908550"]},{"raw_affiliation_string":"School of Computer and Information, Anhui Polytechnic University, Wuhu, Anhui, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069816607","display_name":"Wenge Le","orcid":null},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenge Le","raw_affiliation_strings":["School of Computer and Information, Anhui Polytechnic University,Wuhu,Anhui,China","School of Computer and Information, Anhui Polytechnic University, Wuhu, Anhui, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information, Anhui Polytechnic University,Wuhu,Anhui,China","institution_ids":["https://openalex.org/I70908550"]},{"raw_affiliation_string":"School of Computer and Information, Anhui Polytechnic University, Wuhu, Anhui, China","institution_ids":["https://openalex.org/I70908550"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027783529"],"corresponding_institution_ids":["https://openalex.org/I70908550"],"apc_list":null,"apc_paid":null,"fwci":0.06,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.31684015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"918","last_page":"925"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9358000159263611,"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":0.9358000159263611,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9212999939918518,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.737322211265564},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6121208667755127},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.610561192035675},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5794661641120911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5366876125335693},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5322734117507935},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4642167091369629},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44736504554748535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43475446105003357},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4179172217845917},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3619024157524109},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36169230937957764},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3363925814628601},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.0799926221370697}],"concepts":[{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.737322211265564},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6121208667755127},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.610561192035675},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5794661641120911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5366876125335693},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5322734117507935},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4642167091369629},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44736504554748535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43475446105003357},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4179172217845917},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3619024157524109},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36169230937957764},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3363925814628601},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0799926221370697},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dsa56465.2022.00129","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsa56465.2022.00129","pdf_url":null,"source":{"id":"https://openalex.org/S4363608127","display_name":"2022 9th International Conference on Dependable Systems and Their Applications (DSA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 9th International Conference on Dependable Systems and Their Applications (DSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2042327336","https://openalex.org/W2021901603","https://openalex.org/W1999175961","https://openalex.org/W2016349419","https://openalex.org/W2543161807","https://openalex.org/W1488437289","https://openalex.org/W2321141263","https://openalex.org/W2762277149","https://openalex.org/W2159633528","https://openalex.org/W2390847229"],"abstract_inverted_index":{"Traditional":[0],"subspace":[1],"clustering":[2],"method":[3],"based":[4,17],"on":[5,43,106,114,129],"self-representation":[6,16,120],"has":[7],"been":[8],"widely":[9],"applied":[10,83],"in":[11,23,34],"learning":[12,27,35],"similarity":[13,28,80],"matrix.":[14],"Existing":[15],"methods":[18],"treat":[19],"all":[20],"features":[21,33],"equally":[22],"the":[24,44,49,57,87,94,107,115,119,126,134],"process":[25],"of":[26,51,136],"matrix,":[29,81],"which":[30,90],"makes":[31],"redundant":[32],"stage":[36],"may":[37],"have":[38],"a":[39,102],"certain":[40],"negative":[41],"impact":[42],"final":[45],"representation":[46,50],"and":[47,78,122],"even":[48],"other":[52],"non-redundant":[53],"features.":[54],"To":[55],"solve":[56],"above":[58],"problems,":[59],"this":[60],"paper":[61],"proposes":[62],"Adaptive":[63],"Weight":[64],"Low-Rank":[65],"Representation":[66],"(AWSLRR)":[67],"algorithm.":[68,138],"AWSLRR":[69],"uses":[70],"firstly":[71],"nested":[72],"structure":[73],"to":[74,86],"learn":[75],"more":[76],"clean":[77],"reasonable":[79],"then":[82],"weight":[84,99,104],"constraints":[85,113],"reconstruction":[88,95],"corruption":[89,109,116],"is":[91],"generated":[92],"during":[93,118],"process.":[96],"The":[97],"adaptive":[98],"matrix":[100],"imposes":[101],"small":[103],"coefficient":[105],"larger":[108],"value":[110],"by":[111],"imposing":[112],"term":[117],"process,":[121],"vice":[123],"versa.":[124],"Finally,":[125],"experimental":[127],"results":[128],"five":[130],"real":[131],"datasets":[132],"validate":[133],"competitiveness":[135],"proposed":[137]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
