{"id":"https://openalex.org/W2019300828","doi":"https://doi.org/10.3166/ria.15.351-371","title":"Injection de bruit adaptative pour la d\u00e9termination de variables pertinentes","display_name":"Injection de bruit adaptative pour la d\u00e9termination de variables pertinentes","publication_year":2001,"publication_date":"2001-12-01","ids":{"openalex":"https://openalex.org/W2019300828","doi":"https://doi.org/10.3166/ria.15.351-371","mag":"2019300828"},"language":"fr","primary_location":{"id":"doi:10.3166/ria.15.351-371","is_oa":false,"landing_page_url":"https://doi.org/10.3166/ria.15.351-371","pdf_url":null,"source":{"id":"https://openalex.org/S4210205895","display_name":"Revue d intelligence artificielle","issn_l":"0992-499X","issn":["0992-499X","1958-5748"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310312982","host_organization_name":"International Information and Engineering Technology Association","host_organization_lineage":["https://openalex.org/P4310312982"],"host_organization_lineage_names":["International Information and Engineering Technology Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revue d'intelligence artificielle","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/A5021351429","display_name":"Yves Grandvalet","orcid":"https://orcid.org/0000-0002-5645-5149"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yves Grandvalet","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021351429"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09998846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"3-4","first_page":"351","last_page":"371"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9508000016212463,"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":0.9508000016212463,"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/noise","display_name":"Noise (video)","score":0.29420846700668335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2273106575012207},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.042803168296813965}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.29420846700668335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2273106575012207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.042803168296813965},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3166/ria.15.351-371","is_oa":false,"landing_page_url":"https://doi.org/10.3166/ria.15.351-371","pdf_url":null,"source":{"id":"https://openalex.org/S4210205895","display_name":"Revue d intelligence artificielle","issn_l":"0992-499X","issn":["0992-499X","1958-5748"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310312982","host_organization_name":"International Information and Engineering Technology Association","host_organization_lineage":["https://openalex.org/P4310312982"],"host_organization_lineage_names":["International Information and Engineering Technology Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revue d'intelligence artificielle","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"La":[0],"selection":[1],"de":[2,27,37,41,61,67,89,99,107,109,122,134,136,150],"variables":[3,54,60],"et":[4,40,131],"les":[5,10,59,65,80,97,132],"moindres":[6],"carres":[7],"regularises":[8],"sont":[9,31,69,82],"deux":[11],"archetypes":[12],"des":[13,25,43,53,144],"methodes":[14],"utilisees":[15,48],"pour":[16,57,77,94],"regler":[17,123],"la":[18,78,105,125,127,148],"complexite":[19,128],"d'un":[20],"regresseur.":[21],"Dans":[22],"le":[23,119],"domaine":[24],"reseaux":[26],"neurones,":[28],"ces":[29],"principes":[30],"respectivement":[32],"declines":[33],"sous":[34],"differentes":[35],"formes":[36],"techniques":[38],"d'elagage":[39],"penalisation":[42],"poids.":[44],"Elles":[45],"peuvent":[46],"etre":[47,92],"dans":[49],"l'objectif":[50],"d'estimer":[51],"l'ensemble":[52],"d'entree":[55],"pertinentes":[56],"predire":[58],"sortie.":[62],"Pour":[63],"l'elagage,":[64],"indices":[66,81,133],"pertinence":[68,135],"binaires":[70],"(la":[71],"variable":[72],"est":[73,121],"conservee":[74],"ou":[75],"supprimee);":[76],"penalisation,":[79],"continus.":[83],"Cet":[84],"article":[85],"montre":[86],"comment":[87],"l'injection":[88],"bruit":[90],"peut":[91],"adaptee":[93],"penaliser":[95],"differement":[96],"entrees":[98],"maniere":[100],"adaptative.":[101],"L'algorithme":[102],"propose":[103],"conserve":[104],"simplicite":[106],"l'algorithme":[108],"base.":[110],"En":[111],"particulier,":[112],"il":[113],"ne":[114],"necessite":[115],"qu'un":[116],"hyperparametre,":[117],"dont":[118],"role":[120],"a":[124],"fois":[126],"du":[129],"modele":[130],"chaque":[137],"variable.":[138],"De":[139],"nombreux":[140],"resultats":[141],"experimentaux":[142],"sur":[143],"donnees":[145],"simulees":[146],"confirment":[147],"validite":[149],"cette":[151],"approche.":[152]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
