{"id":"https://openalex.org/W2607669834","doi":"https://doi.org/10.1007/s10589-017-9913-x","title":"An alternating direction and projection algorithm for structure-enforced matrix factorization","display_name":"An alternating direction and projection algorithm for structure-enforced matrix factorization","publication_year":2017,"publication_date":"2017-04-24","ids":{"openalex":"https://openalex.org/W2607669834","doi":"https://doi.org/10.1007/s10589-017-9913-x","mag":"2607669834"},"language":"en","primary_location":{"id":"doi:10.1007/s10589-017-9913-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10589-017-9913-x","pdf_url":null,"source":{"id":"https://openalex.org/S39243548","display_name":"Computational Optimization and Applications","issn_l":"0926-6003","issn":["0926-6003","1573-2894"],"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":"Computational Optimization 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/A5054209410","display_name":"Lijun Xu","orcid":"https://orcid.org/0000-0002-5823-1122"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lijun Xu","raw_affiliation_strings":["Dalian University of Technology, Dalian, 116024, Liaoning, People\u2019s Republic of China","Dalian University of Technology, Dalian, 116024, Liaoning, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, 116024, Liaoning, People\u2019s Republic of China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"Dalian University of Technology, Dalian, 116024, Liaoning, People's Republic of China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070938702","display_name":"Bo Yu","orcid":"https://orcid.org/0000-0002-0898-8493"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Yu","raw_affiliation_strings":["Dalian University of Technology, Dalian, 116024, Liaoning, People\u2019s Republic of China","Dalian University of Technology, Dalian, 116024, Liaoning, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, 116024, Liaoning, People\u2019s Republic of China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"Dalian University of Technology, Dalian, 116024, Liaoning, People's Republic of China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100343725","display_name":"Yin Zhang","orcid":"https://orcid.org/0000-0002-6761-2269"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yin Zhang","raw_affiliation_strings":["Rice University, Houston, TX, 77005, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rice University, Houston, TX, 77005, USA","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054209410"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":1.6762,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.80699774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"68","issue":"2","first_page":"333","last_page":"362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9984999895095825,"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":0.9984999895095825,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9940999746322632,"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/T10792","display_name":"Matrix Theory and Algorithms","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/algorithm","display_name":"Algorithm","score":0.6155758500099182},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.5179075598716736},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.5097067356109619},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.48874664306640625},{"id":"https://openalex.org/keywords/neural-coding","display_name":"Neural coding","score":0.4792337715625763},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4694095849990845},{"id":"https://openalex.org/keywords/non-negative-matrix-factorization","display_name":"Non-negative matrix factorization","score":0.4541149139404297},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45329564809799194},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4265613853931427},{"id":"https://openalex.org/keywords/robust-principal-component-analysis","display_name":"Robust principal component analysis","score":0.42316657304763794},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4135592579841614},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.41346582770347595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26302334666252136},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.2282043993473053}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6155758500099182},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.5179075598716736},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.5097067356109619},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.48874664306640625},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.4792337715625763},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4694095849990845},{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.4541149139404297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45329564809799194},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4265613853931427},{"id":"https://openalex.org/C2777749129","wikidata":"https://www.wikidata.org/wiki/Q17148469","display_name":"Robust principal component analysis","level":3,"score":0.42316657304763794},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4135592579841614},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.41346582770347595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26302334666252136},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.2282043993473053},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10589-017-9913-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10589-017-9913-x","pdf_url":null,"source":{"id":"https://openalex.org/S39243548","display_name":"Computational Optimization and Applications","issn_l":"0926-6003","issn":["0926-6003","1573-2894"],"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":"Computational Optimization and Applications","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.722.1294","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.722.1294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.caam.rice.edu/%7Eyzhang/reports/tr1311.pdf","raw_type":"text"},{"id":"pmh:oai:RePEc:spr:coopap:v:68:y:2017:i:2:d:10.1007_s10589-017-9913-x","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10589-017-9913-x","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:scholarship.rice.edu:1911/102222","is_oa":false,"landing_page_url":"http://hdl.handle.net/1911/102222","pdf_url":null,"source":{"id":"https://openalex.org/S4306401268","display_name":"Rice Digital Scholarship Archive (Rice University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I74775410","host_organization_name":"Rice University","host_organization_lineage":["https://openalex.org/I74775410"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Technical report"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3821666664","display_name":null,"funder_award_id":"1418724","funder_id":"https://openalex.org/F4320337380","funder_display_name":"Division of Mathematical Sciences"},{"id":"https://openalex.org/G5029575797","display_name":null,"funder_award_id":"1115950","funder_id":"https://openalex.org/F4320337380","funder_display_name":"Division of Mathematical Sciences"},{"id":"https://openalex.org/G5150806896","display_name":null,"funder_award_id":"11571061","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/F4320337380","display_name":"Division of Mathematical Sciences","ror":"https://ror.org/051fftw81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W88153722","https://openalex.org/W1524090374","https://openalex.org/W1549918636","https://openalex.org/W1562101002","https://openalex.org/W1592941960","https://openalex.org/W1634005169","https://openalex.org/W1902027874","https://openalex.org/W1914599625","https://openalex.org/W1963756374","https://openalex.org/W1982755765","https://openalex.org/W1986931325","https://openalex.org/W1989009613","https://openalex.org/W2005876975","https://openalex.org/W2023630749","https://openalex.org/W2026517977","https://openalex.org/W2033736734","https://openalex.org/W2045079045","https://openalex.org/W2054570546","https://openalex.org/W2057624533","https://openalex.org/W2059745395","https://openalex.org/W2061659108","https://openalex.org/W2065030431","https://openalex.org/W2091334405","https://openalex.org/W2102380305","https://openalex.org/W2103560185","https://openalex.org/W2105464873","https://openalex.org/W2105503503","https://openalex.org/W2108687351","https://openalex.org/W2110096996","https://openalex.org/W2114939064","https://openalex.org/W2115429828","https://openalex.org/W2116148865","https://openalex.org/W2116216716","https://openalex.org/W2118718620","https://openalex.org/W2122315118","https://openalex.org/W2123873803","https://openalex.org/W2128659236","https://openalex.org/W2132538571","https://openalex.org/W2135029798","https://openalex.org/W2136171036","https://openalex.org/W2137937911","https://openalex.org/W2138729701","https://openalex.org/W2140318696","https://openalex.org/W2140499889","https://openalex.org/W2142058898","https://openalex.org/W2142333440","https://openalex.org/W2142940228","https://openalex.org/W2143163931","https://openalex.org/W2145012779","https://openalex.org/W2146913572","https://openalex.org/W2151693816","https://openalex.org/W2157570139","https://openalex.org/W2160547390","https://openalex.org/W2166221887","https://openalex.org/W2166879937","https://openalex.org/W2244987555","https://openalex.org/W2595840341","https://openalex.org/W2901918405","https://openalex.org/W2949483514","https://openalex.org/W2951085447","https://openalex.org/W2951734015","https://openalex.org/W3143596294","https://openalex.org/W3217596123","https://openalex.org/W4233548532","https://openalex.org/W4249512175","https://openalex.org/W4285719527","https://openalex.org/W4301283118"],"related_works":["https://openalex.org/W2097588749","https://openalex.org/W2086071440","https://openalex.org/W3176325971","https://openalex.org/W1978357561","https://openalex.org/W2116216716","https://openalex.org/W2531644717","https://openalex.org/W2783037922","https://openalex.org/W2111031731","https://openalex.org/W1976690639","https://openalex.org/W2130789253"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}