{"id":"https://openalex.org/W3203847367","doi":"https://doi.org/10.1007/978-3-030-87358-5_9","title":"Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization","display_name":"Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3203847367","doi":"https://doi.org/10.1007/978-3-030-87358-5_9","mag":"3203847367"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87358-5_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87358-5_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5066566618","display_name":"Hengmin Zhang","orcid":"https://orcid.org/0000-0002-2472-6637"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN","MO"],"is_corresponding":true,"raw_author_name":"Hengmin Zhang","raw_affiliation_strings":["Department of Computer and Information Science, University of Macau, Macau, People\u2019s Republic of China","School of Information Science and Engineering, Key Laboratory of Advanced Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, People\u2019s Republic of China","School of Information Science and Engineering, Key Laboratory of Advanced Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, People's Republic of China","Department of Computer and Information Science, University of Macau, Macau, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Macau, People\u2019s Republic of China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"School of Information Science and Engineering, Key Laboratory of Advanced Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"School of Information Science and Engineering, Key Laboratory of Advanced Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Macau, People's Republic of China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100718116","display_name":"Wei Luo","orcid":"https://orcid.org/0000-0003-1431-4134"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Luo","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University, Guangzhou, People\u2019s Republic of China","College of Mathematics and Informatics, South China Agricultural University, Guangzhou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, People's Republic of China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048267931","display_name":"Wenli Du","orcid":"https://orcid.org/0000-0002-2676-6341"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenli Du","raw_affiliation_strings":["School of Information Science and Engineering, Key Laboratory of Advanced Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, People\u2019s Republic of China","School of Information Science and Engineering, Key Laboratory of Advanced Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Key Laboratory of Advanced Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"School of Information Science and Engineering, Key Laboratory of Advanced Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064363522","display_name":"Jianjun Qian","orcid":"https://orcid.org/0000-0002-0968-8556"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Qian","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100726984","display_name":"Jian Yang","orcid":"https://orcid.org/0000-0003-4800-832X"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Yang","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048088901","display_name":"Bob Zhang","orcid":"https://orcid.org/0000-0003-2497-9519"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Bob Zhang","raw_affiliation_strings":["Department of Computer and Information Science, University of Macau, Macau, People\u2019s Republic of China","Department of Computer and Information Science, University of Macau, Macau, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Macau, People\u2019s Republic of China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Macau, People's Republic of China","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5066566618"],"corresponding_institution_ids":["https://openalex.org/I143593769","https://openalex.org/I204512498"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.7912,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83281283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"106","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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":1.0,"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/T10931","display_name":"Direction-of-Arrival Estimation Techniques","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9757999777793884,"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/rank","display_name":"Rank (graph theory)","score":0.7233940362930298},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6110880374908447},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5329927206039429},{"id":"https://openalex.org/keywords/low-rank-approximation","display_name":"Low-rank approximation","score":0.4713166356086731},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.42352578043937683},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.39634695649147034},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3263511061668396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30244743824005127},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2502567768096924},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.1971023976802826},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.16308081150054932},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.12417370080947876},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.09369906783103943}],"concepts":[{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.7233940362930298},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6110880374908447},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5329927206039429},{"id":"https://openalex.org/C90199385","wikidata":"https://www.wikidata.org/wiki/Q6692777","display_name":"Low-rank approximation","level":3,"score":0.4713166356086731},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.42352578043937683},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.39634695649147034},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3263511061668396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30244743824005127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2502567768096924},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.1971023976802826},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.16308081150054932},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.12417370080947876},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.09369906783103943},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-87358-5_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87358-5_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1482071412","https://openalex.org/W1551360398","https://openalex.org/W1586424387","https://openalex.org/W1860736741","https://openalex.org/W1967138577","https://openalex.org/W1969698720","https://openalex.org/W1980500788","https://openalex.org/W1992841740","https://openalex.org/W1996726072","https://openalex.org/W1997201895","https://openalex.org/W2001266526","https://openalex.org/W2021361347","https://openalex.org/W2027982384","https://openalex.org/W2035160178","https://openalex.org/W2048023990","https://openalex.org/W2084983808","https://openalex.org/W2134332047","https://openalex.org/W2145962650","https://openalex.org/W2158121106","https://openalex.org/W2167577940","https://openalex.org/W2187214659","https://openalex.org/W2199944189","https://openalex.org/W2505029951","https://openalex.org/W2621300742","https://openalex.org/W2626376214","https://openalex.org/W2761839531","https://openalex.org/W2768166594","https://openalex.org/W2785583244","https://openalex.org/W2791026767","https://openalex.org/W2886697509","https://openalex.org/W2904698128","https://openalex.org/W2910761930","https://openalex.org/W2921396149","https://openalex.org/W2962853966","https://openalex.org/W2963218026","https://openalex.org/W2964011556","https://openalex.org/W3048440013","https://openalex.org/W3100203369","https://openalex.org/W3102415113","https://openalex.org/W3105835503","https://openalex.org/W6603321306"],"related_works":["https://openalex.org/W2736398265","https://openalex.org/W2169661502","https://openalex.org/W2336195973","https://openalex.org/W2964258528","https://openalex.org/W1489200404","https://openalex.org/W3213451144","https://openalex.org/W4226087918","https://openalex.org/W2952489973","https://openalex.org/W2056115455","https://openalex.org/W4300776969"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}