{"id":"https://openalex.org/W2553196019","doi":"https://doi.org/10.1007/978-3-319-49586-6_9","title":"Low-Rank Feature Reduction and Sample Selection for Multi-output Regression","display_name":"Low-Rank Feature Reduction and Sample Selection for Multi-output Regression","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2553196019","doi":"https://doi.org/10.1007/978-3-319-49586-6_9","mag":"2553196019"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-49586-6_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-49586-6_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/A5100764178","display_name":"Shichao Zhang","orcid":"https://orcid.org/0000-0001-9981-2970"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shichao Zhang","raw_affiliation_strings":["College of CS & IT, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of CS & IT, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People's Republic of China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101989698","display_name":"Lifeng Yang","orcid":"https://orcid.org/0000-0001-9844-183X"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifeng Yang","raw_affiliation_strings":["College of CS & IT, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of CS & IT, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People's Republic of China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364637","display_name":"Yonggang Li","orcid":"https://orcid.org/0000-0001-7867-9795"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonggang Li","raw_affiliation_strings":["College of CS & IT, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of CS & IT, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People's Republic of China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001534506","display_name":"Yanhua Luo","orcid":"https://orcid.org/0000-0002-5929-6083"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Luo","raw_affiliation_strings":["College of CS & IT, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of CS & IT, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People's Republic of China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037340898","display_name":"Xiaofeng Zhu","orcid":"https://orcid.org/0000-0001-6840-0578"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Zhu","raw_affiliation_strings":["College of CS & IT, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","College of CS & IT, Guangxi Normal University, Guilin, 541004, Guangxi, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of CS & IT, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin, 541004, Guangxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"College of CS & IT, Guangxi Normal University, Guilin, 541004, Guangxi, People's Republic of China","institution_ids":["https://openalex.org/I29739308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100764178"],"corresponding_institution_ids":["https://openalex.org/I29739308"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2222,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67877907,"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":"126","last_page":"141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9991000294685364,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9902999997138977,"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/feature-selection","display_name":"Feature selection","score":0.7053250074386597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6415201425552368},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5482410192489624},{"id":"https://openalex.org/keywords/matrix-norm","display_name":"Matrix norm","score":0.5421316623687744},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.5339224338531494},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5078759789466858},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5043784379959106},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.48933619260787964},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4888564944267273},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4863341450691223},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4321237802505493},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.4289492666721344},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.42059749364852905},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35581445693969727},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34791135787963867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32861950993537903},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31362298130989075},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19838836789131165}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7053250074386597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6415201425552368},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5482410192489624},{"id":"https://openalex.org/C92207270","wikidata":"https://www.wikidata.org/wiki/Q939253","display_name":"Matrix norm","level":3,"score":0.5421316623687744},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.5339224338531494},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5078759789466858},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5043784379959106},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.48933619260787964},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4888564944267273},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4863341450691223},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4321237802505493},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.4289492666721344},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.42059749364852905},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35581445693969727},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34791135787963867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32861950993537903},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31362298130989075},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19838836789131165},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-49586-6_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-49586-6_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":48,"referenced_works":["https://openalex.org/W1493968464","https://openalex.org/W1529416950","https://openalex.org/W1530010412","https://openalex.org/W1571076699","https://openalex.org/W1571827937","https://openalex.org/W1962266374","https://openalex.org/W1980132690","https://openalex.org/W1988176704","https://openalex.org/W1996232089","https://openalex.org/W1996800636","https://openalex.org/W2002370809","https://openalex.org/W2014582273","https://openalex.org/W2015690580","https://openalex.org/W2026562765","https://openalex.org/W2034133761","https://openalex.org/W2051990212","https://openalex.org/W2054121219","https://openalex.org/W2060110839","https://openalex.org/W2065180801","https://openalex.org/W2068453852","https://openalex.org/W2069222105","https://openalex.org/W2075230492","https://openalex.org/W2081531193","https://openalex.org/W2095700816","https://openalex.org/W2101416352","https://openalex.org/W2102659003","https://openalex.org/W2112771848","https://openalex.org/W2121677895","https://openalex.org/W2122347864","https://openalex.org/W2128372630","https://openalex.org/W2133160781","https://openalex.org/W2157751286","https://openalex.org/W2162280103","https://openalex.org/W2164585733","https://openalex.org/W2170403573","https://openalex.org/W2171837816","https://openalex.org/W2244035566","https://openalex.org/W2270043185","https://openalex.org/W2283039974","https://openalex.org/W2335437633","https://openalex.org/W2396641305","https://openalex.org/W2513281263","https://openalex.org/W2574388714","https://openalex.org/W2611328865","https://openalex.org/W3120740533","https://openalex.org/W3124484778","https://openalex.org/W4241492945","https://openalex.org/W4246266734"],"related_works":["https://openalex.org/W2941091020","https://openalex.org/W2134887131","https://openalex.org/W2380784125","https://openalex.org/W2962759270","https://openalex.org/W2914806737","https://openalex.org/W2772423858","https://openalex.org/W3004057759","https://openalex.org/W4254199101","https://openalex.org/W2889085215","https://openalex.org/W2069560845"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
