{"id":"https://openalex.org/W1644156568","doi":"https://doi.org/10.3233/fi-2009-169","title":"Boosting Classifiers Built from Different Subsets of Features","display_name":"Boosting Classifiers Built from Different Subsets of Features","publication_year":2009,"publication_date":"2009-10-01","ids":{"openalex":"https://openalex.org/W1644156568","doi":"https://doi.org/10.3233/fi-2009-169","mag":"1644156568"},"language":"en","primary_location":{"id":"doi:10.3233/fi-2009-169","is_oa":false,"landing_page_url":"https://doi.org/10.3233/fi-2009-169","pdf_url":null,"source":{"id":"https://openalex.org/S39012697","display_name":"Fundamenta Informaticae","issn_l":"0169-2968","issn":["0169-2968","1875-8681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fundamenta Informaticae","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/A5052730724","display_name":"ean-Christophe Janodet","orcid":null},"institutions":[{"id":"https://openalex.org/I203339264","display_name":"Universit\u00e9 de Lyon","ror":"https://ror.org/01rk35k63","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210085887","display_name":"Laboratoire Hubert Curien","ror":"https://ror.org/0028p8r67","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I277688954","https://openalex.org/I4210085887","https://openalex.org/I4210091746","https://openalex.org/I4210095849","https://openalex.org/I4405259976","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043","https://openalex.org/I59692284"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"ean-Christophe Janodet","raw_affiliation_strings":["Universit\u00e9 de Lyon, F-69003, Lyon, France\r\t\t\t Universit\u00e9 de Saint-Etienne, F-42000, St-Etienne, France. UMR-CNRS\r\t\t\t 5516, Laboratoire Hubert Curien 18 rue du Professeur Benoit Lauras, F-42000,\r\t\t\t St-Etienne, France. E-mail: {janodet,Marc.Sebban}@univ-st-etienne.fr"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Lyon, F-69003, Lyon, France\r\t\t\t Universit\u00e9 de Saint-Etienne, F-42000, St-Etienne, France. UMR-CNRS\r\t\t\t 5516, Laboratoire Hubert Curien 18 rue du Professeur Benoit Lauras, F-42000,\r\t\t\t St-Etienne, France. E-mail: {janodet,Marc.Sebban}@univ-st-etienne.fr","institution_ids":["https://openalex.org/I203339264","https://openalex.org/I4210085887"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020817426","display_name":"Marc Sebban","orcid":"https://orcid.org/0000-0001-6851-169X"},"institutions":[{"id":"https://openalex.org/I203339264","display_name":"Universit\u00e9 de Lyon","ror":"https://ror.org/01rk35k63","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210085887","display_name":"Laboratoire Hubert Curien","ror":"https://ror.org/0028p8r67","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I277688954","https://openalex.org/I4210085887","https://openalex.org/I4210091746","https://openalex.org/I4210095849","https://openalex.org/I4405259976","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043","https://openalex.org/I59692284"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Sebban","raw_affiliation_strings":["Universit\u00e9 de Lyon, F-69003, Lyon, France\r\t\t\t Universit\u00e9 de Saint-Etienne, F-42000, St-Etienne, France. UMR-CNRS\r\t\t\t 5516, Laboratoire Hubert Curien 18 rue du Professeur Benoit Lauras, F-42000,\r\t\t\t St-Etienne, France. E-mail: {janodet,Marc.Sebban}@univ-st-etienne.fr"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Lyon, F-69003, Lyon, France\r\t\t\t Universit\u00e9 de Saint-Etienne, F-42000, St-Etienne, France. UMR-CNRS\r\t\t\t 5516, Laboratoire Hubert Curien 18 rue du Professeur Benoit Lauras, F-42000,\r\t\t\t St-Etienne, France. E-mail: {janodet,Marc.Sebban}@univ-st-etienne.fr","institution_ids":["https://openalex.org/I203339264","https://openalex.org/I4210085887"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088710541","display_name":"Henri-Maxime Suchier","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103931","display_name":"Digital Artefacts (United States)","ror":"https://ror.org/01g4c0s50","country_code":"US","type":"company","lineage":["https://openalex.org/I4210103931"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Henri-Maxime Suchier","raw_affiliation_strings":["Artefacto, 11 rue Meynier, F-35700 Rennes, France.\r\t\t\tE-mail: hm.suchier@artefacto.fr","Artefacto, 11 rue Meynier, F-35700 Rennes, France. E-mail: hm.suchier@artefacto.fr#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artefacto, 11 rue Meynier, F-35700 Rennes, France.\r\t\t\tE-mail: hm.suchier@artefacto.fr","institution_ids":["https://openalex.org/I4210103931"]},{"raw_affiliation_string":"Artefacto, 11 rue Meynier, F-35700 Rennes, France. E-mail: hm.suchier@artefacto.fr#TAB#","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6433,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74832918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"96","issue":"1-2","first_page":"89","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9987999796867371,"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":0.9987999796867371,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9983000159263611,"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/T10320","display_name":"Neural Networks and Applications","score":0.9962000250816345,"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/boosting","display_name":"Boosting (machine learning)","score":0.7867152690887451},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6076108813285828},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5367521047592163},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4799675941467285},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39242732524871826}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7867152690887451},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6076108813285828},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5367521047592163},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4799675941467285},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39242732524871826}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/fi-2009-169","is_oa":false,"landing_page_url":"https://doi.org/10.3233/fi-2009-169","pdf_url":null,"source":{"id":"https://openalex.org/S39012697","display_name":"Fundamenta Informaticae","issn_l":"0169-2968","issn":["0169-2968","1875-8681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fundamenta Informaticae","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W1520252399","https://openalex.org/W1534477342","https://openalex.org/W1543181810","https://openalex.org/W1563088657","https://openalex.org/W1608733719","https://openalex.org/W1680392829","https://openalex.org/W1744979605","https://openalex.org/W1778096727","https://openalex.org/W1975846642","https://openalex.org/W1988790447","https://openalex.org/W2009570821","https://openalex.org/W2032210760","https://openalex.org/W2111305191","https://openalex.org/W2112076978","https://openalex.org/W2120437191","https://openalex.org/W2135125546","https://openalex.org/W2139212933","https://openalex.org/W2148603752","https://openalex.org/W2911964244","https://openalex.org/W2912573428","https://openalex.org/W2912934387","https://openalex.org/W3193477162"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3082059448","https://openalex.org/W4313640622","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694"],"abstract_inverted_index":{"We":[0],"focus":[1],"on":[2],"the":[3,40,43,62],"adaptation":[4],"of":[5,11,14,42,50,96],"boosting":[6,98],"to":[7,23],"representation":[8],"spaces":[9],"composed":[10],"different":[12,30,54],"subsets":[13],"features.":[15],"Rather":[16],"than":[17,93],"imposing":[18],"a":[19,72],"single":[20],"weak":[21,55],"learner":[22],"handle":[24],"data":[25],"that":[26,57,88],"could":[27],"come":[28],"from":[29],"sources":[31],"(e.g.,":[32],"images":[33],"and":[34,36,86],"texts":[35],"sounds),":[37],"we":[38,70,78],"suggest":[39],"decomposition":[41],"learning":[44],"task":[45],"into":[46],"several":[47],"dependent":[48],"sub-problems":[49],"boosting,":[51],"treated":[52],"by":[53],"learners,":[56],"will":[58],"optimally":[59],"collaborate":[60],"during":[61],"weight":[63],"update":[64],"stage.":[65],"To":[66],"achieve":[67],"this":[68],"task,":[69],"introduce":[71],"new":[73],"weighting":[74],"scheme":[75],"for":[76],"which":[77],"provide":[79],"theoretical":[80],"results.":[81],"Experiments":[82],"are":[83],"carried":[84],"out":[85],"show":[87],"ourmethod":[89],"works":[90],"significantly":[91],"better":[92],"any":[94],"combination":[95],"independent":[97],"procedures.":[99]},"counts_by_year":[{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
