{"id":"https://openalex.org/W2954411453","doi":"https://doi.org/10.1007/s00521-019-04317-3","title":"Graph constraint-based robust latent space low-rank and sparse subspace clustering","display_name":"Graph constraint-based robust latent space low-rank and sparse subspace clustering","publication_year":2019,"publication_date":"2019-06-27","ids":{"openalex":"https://openalex.org/W2954411453","doi":"https://doi.org/10.1007/s00521-019-04317-3","mag":"2954411453"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-019-04317-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04317-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5010056149","display_name":"Yunjun Xiao","orcid":"https://orcid.org/0000-0002-2885-0029"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunjun Xiao","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100600194","display_name":"Jia Wei","orcid":"https://orcid.org/0000-0002-5794-1712"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jia Wei","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102013921","display_name":"Jiabing Wang","orcid":"https://orcid.org/0000-0002-2428-1754"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiabing Wang","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076609933","display_name":"Qianli Ma","orcid":"https://orcid.org/0000-0002-9356-2883"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianli Ma","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024663093","display_name":"Shandian Zhe","orcid":"https://orcid.org/0000-0003-0316-9875"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shandian Zhe","raw_affiliation_strings":["School of Computing, University of Utah, Salt Lake City, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, University of Utah, Salt Lake City, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059125158","display_name":"Tolga Ta\u015fdizen","orcid":"https://orcid.org/0000-0001-6574-0366"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tolga Tasdizen","raw_affiliation_strings":["Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, USA","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100600194"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.3047,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.59996851,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"32","issue":"12","first_page":"8187","last_page":"8204"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9886999726295471,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6474965810775757},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6277245879173279},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.6268017292022705},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5905269384384155},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5731927156448364},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5674673318862915},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.5422216057777405},{"id":"https://openalex.org/keywords/linear-subspace","display_name":"Linear subspace","score":0.5239496231079102},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5005030632019043},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4730338752269745},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.4727015495300293},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.46332308650016785},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4343113303184509},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.419016569852829},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41386669874191284},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4111718535423279},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36954790353775024},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1390540897846222},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.0886002779006958}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6474965810775757},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6277245879173279},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.6268017292022705},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5905269384384155},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5731927156448364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5674673318862915},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.5422216057777405},{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.5239496231079102},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5005030632019043},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4730338752269745},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.4727015495300293},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.46332308650016785},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4343113303184509},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.419016569852829},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41386669874191284},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4111718535423279},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36954790353775024},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1390540897846222},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0886002779006958},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-019-04317-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04317-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.75}],"awards":[{"id":"https://openalex.org/G1136545039","display_name":null,"funder_award_id":"2016A040403046","funder_id":"https://openalex.org/F4320335795","funder_display_name":"Science and Technology Planning Project of Guangdong Province"},{"id":"https://openalex.org/G1554440233","display_name":null,"funder_award_id":"2017A030313358","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G4108829718","display_name":null,"funder_award_id":"61402181","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5433282299","display_name":null,"funder_award_id":"2017A030313355","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G7927112896","display_name":null,"funder_award_id":"2015A030313215","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G8220548088","display_name":null,"funder_award_id":"61502174","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"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320335795","display_name":"Science and Technology Planning Project of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W79405465","https://openalex.org/W1600471557","https://openalex.org/W1736339626","https://openalex.org/W1759219755","https://openalex.org/W1978484841","https://openalex.org/W1981458038","https://openalex.org/W1984958480","https://openalex.org/W1993962865","https://openalex.org/W1997201895","https://openalex.org/W2003217181","https://openalex.org/W2003361735","https://openalex.org/W2004744336","https://openalex.org/W2009234819","https://openalex.org/W2009702064","https://openalex.org/W2013712253","https://openalex.org/W2022286021","https://openalex.org/W2033657798","https://openalex.org/W2035128422","https://openalex.org/W2037549374","https://openalex.org/W2084597456","https://openalex.org/W2089497633","https://openalex.org/W2094465594","https://openalex.org/W2097323375","https://openalex.org/W2100075055","https://openalex.org/W2103560185","https://openalex.org/W2104294146","https://openalex.org/W2111427896","https://openalex.org/W2117553576","https://openalex.org/W2118858274","https://openalex.org/W2121148353","https://openalex.org/W2127928018","https://openalex.org/W2143915994","https://openalex.org/W2144902590","https://openalex.org/W2152322845","https://openalex.org/W2154872931","https://openalex.org/W2156312153","https://openalex.org/W2160616617","https://openalex.org/W2160915541","https://openalex.org/W2163939328","https://openalex.org/W2164278908","https://openalex.org/W2164931791","https://openalex.org/W2165874743","https://openalex.org/W2166721725","https://openalex.org/W2172038662","https://openalex.org/W2177347332","https://openalex.org/W2187089797","https://openalex.org/W2461072463","https://openalex.org/W2486588654","https://openalex.org/W2557638715","https://openalex.org/W2605156469","https://openalex.org/W2794351147","https://openalex.org/W2794357878","https://openalex.org/W2802754347","https://openalex.org/W2963165461","https://openalex.org/W3099514962","https://openalex.org/W3100720754","https://openalex.org/W3145074154","https://openalex.org/W4206145990","https://openalex.org/W4250183413","https://openalex.org/W4292363360","https://openalex.org/W4296746587"],"related_works":["https://openalex.org/W227974271","https://openalex.org/W2977728051","https://openalex.org/W2968737478","https://openalex.org/W2185081213","https://openalex.org/W88288160","https://openalex.org/W2761926807","https://openalex.org/W2131828344","https://openalex.org/W2985124601","https://openalex.org/W3181754176","https://openalex.org/W3023007226"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}