{"id":"https://openalex.org/W4289169874","doi":"https://doi.org/10.1007/s11042-022-13426-6","title":"Unsupervised feature selection with joint self-expression and spectral analysis via adaptive graph constraints","display_name":"Unsupervised feature selection with joint self-expression and spectral analysis via adaptive graph constraints","publication_year":2022,"publication_date":"2022-08-01","ids":{"openalex":"https://openalex.org/W4289169874","doi":"https://doi.org/10.1007/s11042-022-13426-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-022-13426-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-022-13426-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools 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/A5053533713","display_name":"Mengbo You","orcid":"https://orcid.org/0000-0001-7654-5689"},"institutions":[{"id":"https://openalex.org/I4210088176","display_name":"North West Agriculture and Forestry University","ror":null,"country_code":"CN","type":null,"lineage":["https://openalex.org/I4210088176"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengbo You","raw_affiliation_strings":["College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People\u2019s Republic of China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling, 712100, Shaanxi, People\u2019s Republic of China","Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, People\u2019s Republic of China","College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling, 712100, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210088176"]},{"raw_affiliation_string":"College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People's Republic of China","institution_ids":["https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065588990","display_name":"Lujie Ban","orcid":null},"institutions":[{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lujie Ban","raw_affiliation_strings":["College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People\u2019s Republic of China","College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People's Republic of China","institution_ids":["https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100360655","display_name":"Yuhan Wang","orcid":"https://orcid.org/0000-0002-5560-5213"},"institutions":[{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhan Wang","raw_affiliation_strings":["College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People\u2019s Republic of China","College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People's Republic of China","institution_ids":["https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018523057","display_name":"Juan Kang","orcid":"https://orcid.org/0000-0001-9414-4563"},"institutions":[{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Kang","raw_affiliation_strings":["College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People\u2019s Republic of China","College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People's Republic of China","institution_ids":["https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101654300","display_name":"Guorui Wang","orcid":"https://orcid.org/0000-0003-3861-1889"},"institutions":[{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guorui Wang","raw_affiliation_strings":["College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People\u2019s Republic of China","College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People's Republic of China","institution_ids":["https://openalex.org/I89652312"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023215544","display_name":"Aihong Yuan","orcid":"https://orcid.org/0000-0002-7349-1483"},"institutions":[{"id":"https://openalex.org/I4210088176","display_name":"North West Agriculture and Forestry University","ror":null,"country_code":"CN","type":null,"lineage":["https://openalex.org/I4210088176"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Aihong Yuan","raw_affiliation_strings":["College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People\u2019s Republic of China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling, 712100, Shaanxi, People\u2019s Republic of China","Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, People\u2019s Republic of China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling, 712100, Shaanxi, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-7349-1483","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Northwest A & F University, Yangling, 712100, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling, 712100, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210088176"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling, 712100, Shaanxi, People's Republic of China","institution_ids":["https://openalex.org/I4210151987"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023215544"],"corresponding_institution_ids":["https://openalex.org/I4210088176","https://openalex.org/I4210151987","https://openalex.org/I89652312"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.243,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.4600995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"82","issue":"4","first_page":"5879","last_page":"5898"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9970999956130981,"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":0.9970999956130981,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.974399983882904,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.8042246103286743},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6975976228713989},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.682499349117279},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5595208406448364},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5402296781539917},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5353451371192932},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.46668869256973267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45139405131340027},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4218602180480957},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34094536304473877},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33714792132377625},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2169511914253235}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8042246103286743},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6975976228713989},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.682499349117279},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5595208406448364},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5402296781539917},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5353451371192932},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.46668869256973267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45139405131340027},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4218602180480957},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34094536304473877},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33714792132377625},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2169511914253235},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-022-13426-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-022-13426-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2696501231","display_name":null,"funder_award_id":"Z1090219095","funder_id":"https://openalex.org/F4320335930","funder_display_name":"Scientific Startup Foundation for Doctors of Northwest A and F University"},{"id":"https://openalex.org/G5412760588","display_name":null,"funder_award_id":"S202010712042","funder_id":"https://openalex.org/F4320336008","funder_display_name":"National College Students Innovation and Entrepreneurship Training Program"},{"id":"https://openalex.org/G8433745922","display_name":null,"funder_award_id":"2020JQ-279","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null},{"id":"https://openalex.org/F4320335930","display_name":"Scientific Startup Foundation for Doctors of Northwest A and F University","ror":null},{"id":"https://openalex.org/F4320336008","display_name":"National College Students Innovation and Entrepreneurship Training Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1907775068","https://openalex.org/W1966877687","https://openalex.org/W2006533296","https://openalex.org/W2009501510","https://openalex.org/W2076363162","https://openalex.org/W2083436148","https://openalex.org/W2096044434","https://openalex.org/W2128873747","https://openalex.org/W2158933803","https://openalex.org/W2335437633","https://openalex.org/W2339611261","https://openalex.org/W2569859441","https://openalex.org/W2735244853","https://openalex.org/W2751656404","https://openalex.org/W2790034647","https://openalex.org/W2795687440","https://openalex.org/W2894278606","https://openalex.org/W2902662365","https://openalex.org/W2906845853","https://openalex.org/W2945563815","https://openalex.org/W2997680342","https://openalex.org/W3006334803","https://openalex.org/W3023065102","https://openalex.org/W3035503061","https://openalex.org/W3041063529","https://openalex.org/W3092661407","https://openalex.org/W3107058614","https://openalex.org/W3109825681","https://openalex.org/W3124426233","https://openalex.org/W3155527329","https://openalex.org/W3193349278","https://openalex.org/W3210458411","https://openalex.org/W3213291467","https://openalex.org/W4200121584"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W2110523656","https://openalex.org/W1482209366","https://openalex.org/W2510961579"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}