{"id":"https://openalex.org/W3002534707","doi":"https://doi.org/10.5555/1577069.1755853","title":"Ultrahigh Dimensional Feature Selection: Beyond The Linear Model","display_name":"Ultrahigh Dimensional Feature Selection: Beyond The Linear Model","publication_year":2009,"publication_date":"2009-12-01","ids":{"openalex":"https://openalex.org/W3002534707","doi":"https://doi.org/10.5555/1577069.1755853","mag":"3002534707"},"language":"en","primary_location":{"id":"mag:3002534707","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/1577069.1755853","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of Machine Learning Research","raw_type":null},"type":"article","indexed_in":[],"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/A5078914056","display_name":"FanJianqing","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"FanJianqing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086123296","display_name":"SamworthRichard","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"SamworthRichard","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5022860621","display_name":"WuYichao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"WuYichao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.3296,"has_fulltext":false,"cited_by_count":216,"citation_normalized_percentile":{"value":0.95762864,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8105999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8105999827384949,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.7928000092506409,"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/feature-selection","display_name":"Feature selection","score":0.7035213708877563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5705238580703735},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5435523986816406},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.491451621055603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48724856972694397},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39350906014442444},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33738282322883606}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7035213708877563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5705238580703735},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5435523986816406},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.491451621055603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48724856972694397},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39350906014442444},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33738282322883606},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3002534707","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/1577069.1755853","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Journal of Machine Learning Research","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3105846425","https://openalex.org/W2988445021","https://openalex.org/W2950993045","https://openalex.org/W2769441841","https://openalex.org/W1815738444","https://openalex.org/W237450996","https://openalex.org/W3092519700","https://openalex.org/W1594353320","https://openalex.org/W3186925339","https://openalex.org/W2469599570","https://openalex.org/W3185905065","https://openalex.org/W104637654","https://openalex.org/W2555249502","https://openalex.org/W1511586888","https://openalex.org/W3049075514","https://openalex.org/W2946069526","https://openalex.org/W2899062473","https://openalex.org/W3154052484","https://openalex.org/W2413279520","https://openalex.org/W2807942942"],"abstract_inverted_index":{"Variable":[0],"selection":[1],"in":[2,9],"high-dimensional":[3],"space":[4],"characterizes":[5],"many":[6],"contemporary":[7],"problems":[8],"scientific":[10],"discovery":[11],"and":[12],"decision":[13],"making.":[14],"Many":[15],"frequently-used":[16],"techniques":[17],"are":[18],"based":[19],"on":[20],"independence":[21],"screenin...":[22]},"counts_by_year":[{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":18},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":7}],"updated_date":"2025-10-10T17:16:08.811792","created_date":"2025-10-10T00:00:00"}