{"id":"https://openalex.org/W2759863041","doi":"https://doi.org/10.1007/s11042-017-5207-7","title":"Unsupervised feature selection with graph learning via low-rank constraint","display_name":"Unsupervised feature selection with graph learning via low-rank constraint","publication_year":2017,"publication_date":"2017-09-30","ids":{"openalex":"https://openalex.org/W2759863041","doi":"https://doi.org/10.1007/s11042-017-5207-7","mag":"2759863041"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-017-5207-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-017-5207-7","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/A5061609422","display_name":"Guangquan Lu","orcid":"https://orcid.org/0000-0001-6908-6269"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangquan Lu","raw_affiliation_strings":["Institute of Logic and Cognition, Department of Philosophy, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6908-6269","affiliations":[{"raw_affiliation_string":"Institute of Logic and Cognition, Department of Philosophy, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100688318","display_name":"Bo Li","orcid":"https://orcid.org/0000-0002-0439-5666"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, 510006, People\u2019s Republic of China","Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, 510006, People\u2019s Republic of China","institution_ids":[]},{"raw_affiliation_string":"Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, People\u2019s Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102743275","display_name":"Weiwei Yang","orcid":"https://orcid.org/0000-0002-0377-2626"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weiwei Yang","raw_affiliation_strings":["Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, 510006, People\u2019s Republic of China","Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, 510006, People\u2019s Republic of China","institution_ids":[]},{"raw_affiliation_string":"Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, People\u2019s Republic of China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047679328","display_name":"Jian Yin","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jian Yin","raw_affiliation_strings":["Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, 510006, People\u2019s Republic of China","Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, 510006, People\u2019s Republic of China","institution_ids":[]},{"raw_affiliation_string":"Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, People\u2019s Republic of China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047679328"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2773,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.64857935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"77","issue":"22","first_page":"29531","last_page":"29549"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.995199978351593,"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/computer-science","display_name":"Computer science","score":0.9025444388389587},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6394329071044922},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6097479462623596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5890073180198669},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5494888424873352},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5308440923690796},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5230932235717773},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48696836829185486},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4576735198497772},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.42209121584892273},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38130685687065125},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2978631258010864},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06267768144607544}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9025444388389587},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6394329071044922},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6097479462623596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5890073180198669},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5494888424873352},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5308440923690796},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5230932235717773},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48696836829185486},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4576735198497772},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42209121584892273},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38130685687065125},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2978631258010864},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06267768144607544},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-017-5207-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-017-5207-7","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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335795","display_name":"Science and Technology Planning Project of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W19235576","https://openalex.org/W141062567","https://openalex.org/W187956566","https://openalex.org/W1565377632","https://openalex.org/W1976364950","https://openalex.org/W1980132690","https://openalex.org/W1989344766","https://openalex.org/W1996232089","https://openalex.org/W2001141328","https://openalex.org/W2002370809","https://openalex.org/W2017337590","https://openalex.org/W2049536068","https://openalex.org/W2057101772","https://openalex.org/W2073161435","https://openalex.org/W2073301055","https://openalex.org/W2083666679","https://openalex.org/W2086953401","https://openalex.org/W2097839764","https://openalex.org/W2113014179","https://openalex.org/W2119883478","https://openalex.org/W2121007818","https://openalex.org/W2126185804","https://openalex.org/W2128873747","https://openalex.org/W2132379769","https://openalex.org/W2137570937","https://openalex.org/W2148830179","https://openalex.org/W2149620660","https://openalex.org/W2154872931","https://openalex.org/W2171837816","https://openalex.org/W2175191116","https://openalex.org/W2244035566","https://openalex.org/W2286206973","https://openalex.org/W2296319761","https://openalex.org/W2335437633","https://openalex.org/W2422268042","https://openalex.org/W2466939964","https://openalex.org/W2482589566","https://openalex.org/W2574388714","https://openalex.org/W2575552627","https://openalex.org/W2590822257","https://openalex.org/W2594800845","https://openalex.org/W2604983939","https://openalex.org/W2606436201","https://openalex.org/W2624483752","https://openalex.org/W2743129437","https://openalex.org/W3106024057","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2152992791","https://openalex.org/W2112835755","https://openalex.org/W2807251790","https://openalex.org/W2349674371","https://openalex.org/W4291951920","https://openalex.org/W2097495471","https://openalex.org/W1696545756","https://openalex.org/W4301867002","https://openalex.org/W2952827811","https://openalex.org/W4285218279"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
