{"id":"https://openalex.org/W2100397715","doi":"https://doi.org/10.1109/icpr.2008.4761264","title":"Feature selection combining genetic algorithm and Adaboost classifiers","display_name":"Feature selection combining genetic algorithm and Adaboost classifiers","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W2100397715","doi":"https://doi.org/10.1109/icpr.2008.4761264","mag":"2100397715"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2008.4761264","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2008.4761264","pdf_url":null,"source":{"id":"https://openalex.org/S4393916651","display_name":"Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition","issn_l":"1041-3278","issn":["1041-3278","1051-4651"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 19th International Conference on Pattern Recognition","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-00589401","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068635134","display_name":"Hassan Chouaib","orcid":null},"institutions":[{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"H. Chouaib","raw_affiliation_strings":["Laboratoire CRIP5(EA 2517), Universit\u00e9 Paris Descartes, France","Lab. CRIP5, Univ. Paris Descartes, Paris, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire CRIP5(EA 2517), Universit\u00e9 Paris Descartes, France","institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241"]},{"raw_affiliation_string":"Lab. CRIP5, Univ. Paris Descartes, Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I110736937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086630503","display_name":"Oriol Ramos Terrades","orcid":"https://orcid.org/0000-0002-3333-8812"},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]},{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"O. Ramos Terrades","raw_affiliation_strings":["LORIA-Universit\u00e9 Nancy-2, Nancy, France","LORIA, Univ. Nancy 2, Nancy, France"],"affiliations":[{"raw_affiliation_string":"LORIA-Universit\u00e9 Nancy-2, Nancy, France","institution_ids":["https://openalex.org/I4210121838"]},{"raw_affiliation_string":"LORIA, Univ. Nancy 2, Nancy, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I4210121838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062081721","display_name":"Salvatore Tabbone","orcid":"https://orcid.org/0000-0002-0024-1280"},"institutions":[{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S. Tabbone","raw_affiliation_strings":["LORIA-Universit\u00e9 Nancy-2, Nancy, France","LORIA, Univ. Nancy 2, Nancy, France"],"affiliations":[{"raw_affiliation_string":"LORIA-Universit\u00e9 Nancy-2, Nancy, France","institution_ids":["https://openalex.org/I4210121838"]},{"raw_affiliation_string":"LORIA, Univ. Nancy 2, Nancy, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I4210121838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053762793","display_name":"Florence Cloppet","orcid":"https://orcid.org/0000-0002-4807-299X"},"institutions":[{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"F. Cloppet","raw_affiliation_strings":["Laboratoire CRIP5(EA 2517), Universit\u00e9 Paris Descartes, France","Lab. CRIP5, Univ. Paris Descartes, Paris, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire CRIP5(EA 2517), Universit\u00e9 Paris Descartes, France","institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241"]},{"raw_affiliation_string":"Lab. CRIP5, Univ. Paris Descartes, Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I110736937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088265113","display_name":"Nicole Vincent","orcid":"https://orcid.org/0000-0002-0151-0622"},"institutions":[{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"N. Vincent","raw_affiliation_strings":["Laboratoire CRIP5(EA 2517), Universit\u00e9 Paris Descartes, France","Lab. CRIP5, Univ. Paris Descartes, Paris, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire CRIP5(EA 2517), Universit\u00e9 Paris Descartes, France","institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241"]},{"raw_affiliation_string":"Lab. CRIP5, Univ. Paris Descartes, Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I110736937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068635134"],"corresponding_institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241"],"apc_list":null,"apc_paid":null,"fwci":3.1848,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.91313559,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9980999827384949,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9980999827384949,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9975000023841858,"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/T10057","display_name":"Face and Expression Recognition","score":0.9948999881744385,"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/mnist-database","display_name":"MNIST database","score":0.7772305011749268},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7142277956008911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.70858234167099},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.70670086145401},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.6594569683074951},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.634533166885376},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.599909782409668},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5517088770866394},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5260438919067383},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4892449378967285},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4877982437610626},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4332479238510132},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"Word error rate","score":0.4273904263973236},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3797074258327484},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.31859010457992554},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1948963701725006},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.055882930755615234}],"concepts":[{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.7772305011749268},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7142277956008911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.70858234167099},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.70670086145401},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.6594569683074951},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.634533166885376},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.599909782409668},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5517088770866394},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5260438919067383},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4892449378967285},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4877982437610626},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4332479238510132},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.4273904263973236},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3797074258327484},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.31859010457992554},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1948963701725006},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.055882930755615234},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icpr.2008.4761264","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2008.4761264","pdf_url":null,"source":{"id":"https://openalex.org/S4393916651","display_name":"Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition","issn_l":"1041-3278","issn":["1041-3278","1051-4651"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 19th International Conference on Pattern Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-00589401v1","is_oa":true,"landing_page_url":"https://hal.science/hal-00589401","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICPR 2008 - 19th International Conference on Pattern Recognition, Dec 2008, Tampa-Floride, United States. pp.1-4, ⟨10.1109/ICPR.2008.4761264⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-00589401v1","is_oa":true,"landing_page_url":"https://hal.science/hal-00589401","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICPR 2008 - 19th International Conference on Pattern Recognition, Dec 2008, Tampa-Floride, United States. pp.1-4, ⟨10.1109/ICPR.2008.4761264⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1497256448","https://openalex.org/W1501763537","https://openalex.org/W1619226191","https://openalex.org/W1659666924","https://openalex.org/W1988790447","https://openalex.org/W2003260632","https://openalex.org/W2004338242","https://openalex.org/W2051551764","https://openalex.org/W2053135758","https://openalex.org/W2077218694","https://openalex.org/W2093799708","https://openalex.org/W2154053567","https://openalex.org/W2168825483","https://openalex.org/W6629610141","https://openalex.org/W6630113136"],"related_works":["https://openalex.org/W4386603768","https://openalex.org/W2950475743","https://openalex.org/W2886711096","https://openalex.org/W2750384547","https://openalex.org/W4380078352","https://openalex.org/W3046591097","https://openalex.org/W4389249638","https://openalex.org/W2733410219","https://openalex.org/W2734358244","https://openalex.org/W2564203852"],"abstract_inverted_index":{"This":[0,50],"paper":[1],"presents":[2],"a":[3],"fast":[4],"method":[5],"using":[6,17],"simple":[7],"genetic":[8],"algorithms":[9],"(GAs)":[10],"for":[11],"features":[12],"selection.":[13],"Unlike":[14],"traditional":[15],"approaches":[16],"GAs,":[18],"we":[19,38],"have":[20,39],"used":[21,40],"the":[22,32,35,44,58,62,65,68,71],"combination":[23],"of":[24,31,47,70],"Adaboost":[25],"classifiers":[26],"to":[27],"evaluate":[28],"an":[29],"individual":[30],"population.":[33],"So,":[34],"fitness":[36],"function":[37],"is":[41],"defined":[42],"by":[43],"error":[45],"rate":[46],"this":[48],"combination.":[49],"approach":[51],"has":[52],"been":[53],"implemented":[54],"and":[55,61,67],"tested":[56],"on":[57],"MNIST":[59],"database":[60],"results":[63],"confirm":[64],"effectiveness":[66],"robustness":[69],"proposed":[72],"approach.":[73]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}