{"id":"https://openalex.org/W1747478015","doi":"https://doi.org/10.1007/s00500-015-1869-0","title":"Low-rank representation with graph regularization for subspace clustering","display_name":"Low-rank representation with graph regularization for subspace clustering","publication_year":2015,"publication_date":"2015-09-23","ids":{"openalex":"https://openalex.org/W1747478015","doi":"https://doi.org/10.1007/s00500-015-1869-0","mag":"1747478015"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-015-1869-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-015-1869-0","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/A5115591434","display_name":"Wu He","orcid":null},"institutions":[{"id":"https://openalex.org/I63354593","display_name":"Sichuan Normal University","ror":"https://ror.org/043dxc061","country_code":"CN","type":"education","lineage":["https://openalex.org/I63354593"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wu He","raw_affiliation_strings":["Digital Media College, Sichuan Normal University, Chengdu, 610068, Sichuan, People\u2019s Republic of China","School of Information Science and Technology, Southwest Jiaotong University, Chengdu, 610031, Sichuan, People\u2019s Republic of China","School of Information Science and Technology, Southwest Jiaotong University, Chengdu, 610031, Sichuan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Digital Media College, Sichuan Normal University, Chengdu, 610068, Sichuan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I63354593"]},{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, 610031, Sichuan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, 610031, Sichuan, People's Republic of China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069847877","display_name":"Jim X. Chen","orcid":"https://orcid.org/0000-0002-4521-5174"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jim X. Chen","raw_affiliation_strings":["Department of Computer Science, George Mason University, Fairfax, VA, 22030, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, George Mason University, Fairfax, VA, 22030, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100370299","display_name":"Weihua Zhang","orcid":"https://orcid.org/0000-0001-7899-2642"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihua Zhang","raw_affiliation_strings":["State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu, 610031, Sichuan, People\u2019s Republic of China","State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu, 610031, Sichuan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu, 610031, Sichuan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu, 610031, Sichuan, People's Republic of China","institution_ids":["https://openalex.org/I4800084"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5115591434"],"corresponding_institution_ids":["https://openalex.org/I4800084","https://openalex.org/I63354593"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.0039,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.74516663,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"21","issue":"6","first_page":"1569","last_page":"1581"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"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/T10057","display_name":"Face and Expression Recognition","score":0.9965999722480774,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/linear-subspace","display_name":"Linear subspace","score":0.7248110771179199},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6906704902648926},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6437357664108276},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.6428704857826233},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6272339224815369},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5245716571807861},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5175137519836426},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4913143217563629},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.48682063817977905},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.47485068440437317},{"id":"https://openalex.org/keywords/laplacian-matrix","display_name":"Laplacian matrix","score":0.43433383107185364},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.4287714958190918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42709916830062866},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.4224373996257782},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.12186658382415771}],"concepts":[{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.7248110771179199},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6906704902648926},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6437357664108276},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.6428704857826233},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6272339224815369},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5245716571807861},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5175137519836426},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4913143217563629},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.48682063817977905},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.47485068440437317},{"id":"https://openalex.org/C115178988","wikidata":"https://www.wikidata.org/wiki/Q772067","display_name":"Laplacian matrix","level":3,"score":0.43433383107185364},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.4287714958190918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42709916830062866},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.4224373996257782},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.12186658382415771},{"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/s00500-015-1869-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-015-1869-0","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/W79405465","https://openalex.org/W1494192010","https://openalex.org/W1504886279","https://openalex.org/W1904464160","https://openalex.org/W1950520880","https://openalex.org/W1963854021","https://openalex.org/W1977556410","https://openalex.org/W1978484841","https://openalex.org/W1981985525","https://openalex.org/W1992405901","https://openalex.org/W1993962865","https://openalex.org/W1997201895","https://openalex.org/W2006533296","https://openalex.org/W2025391886","https://openalex.org/W2026446464","https://openalex.org/W2028302281","https://openalex.org/W2028879127","https://openalex.org/W2035746673","https://openalex.org/W2050834445","https://openalex.org/W2084541424","https://openalex.org/W2085261163","https://openalex.org/W2102715376","https://openalex.org/W2103972604","https://openalex.org/W2107799335","https://openalex.org/W2108119513","https://openalex.org/W2112796928","https://openalex.org/W2115381060","https://openalex.org/W2118120419","https://openalex.org/W2121148353","https://openalex.org/W2121947440","https://openalex.org/W2123921160","https://openalex.org/W2125742596","https://openalex.org/W2125874614","https://openalex.org/W2131628350","https://openalex.org/W2135046866","https://openalex.org/W2140245639","https://openalex.org/W2145962650","https://openalex.org/W2157785665","https://openalex.org/W2160547390","https://openalex.org/W2165874743","https://openalex.org/W2165916500","https://openalex.org/W2177347332","https://openalex.org/W2546325542","https://openalex.org/W2951085447","https://openalex.org/W2994340921","https://openalex.org/W3099514962","https://openalex.org/W3101387085","https://openalex.org/W3145074154","https://openalex.org/W6600213211","https://openalex.org/W6601365666"],"related_works":["https://openalex.org/W2902850141","https://openalex.org/W2607797544","https://openalex.org/W2197112176","https://openalex.org/W2885900820","https://openalex.org/W1556852487","https://openalex.org/W2136935487","https://openalex.org/W1955548541","https://openalex.org/W2265158691","https://openalex.org/W2613055102","https://openalex.org/W2032317191"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
