{"id":"https://openalex.org/W2028258736","doi":"https://doi.org/10.1142/s0218001403002897","title":"COMBINATION, COOPERATION AND SELECTION OF CLASSIFIERS: A STATE OF THE ART","display_name":"COMBINATION, COOPERATION AND SELECTION OF CLASSIFIERS: A STATE OF THE ART","publication_year":2003,"publication_date":"2003-12-01","ids":{"openalex":"https://openalex.org/W2028258736","doi":"https://doi.org/10.1142/s0218001403002897","mag":"2028258736"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001403002897","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001403002897","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","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/A5052260911","display_name":"Veyis Gunes","orcid":"https://orcid.org/0000-0002-2515-3543"},"institutions":[{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"V. GUNES","raw_affiliation_strings":["Laboratoire d'Informatique, d'Image et d'Interaction, Universit\u00e9 de La Rochelle, Avenue Michel Cr\u00e9peau, F - 17 042 La Rochelle C\u00e9dex 1, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d'Informatique, d'Image et d'Interaction, Universit\u00e9 de La Rochelle, Avenue Michel Cr\u00e9peau, F - 17 042 La Rochelle C\u00e9dex 1, France","institution_ids":["https://openalex.org/I78744979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111693619","display_name":"M. M\u00e9nard","orcid":null},"institutions":[{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. M\u00c9NARD","raw_affiliation_strings":["Laboratoire d'Informatique, d'Image et d'Interaction, Universit\u00e9 de La Rochelle, Avenue Michel Cr\u00e9peau, F - 17 042 La Rochelle C\u00e9dex 1, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d'Informatique, d'Image et d'Interaction, Universit\u00e9 de La Rochelle, Avenue Michel Cr\u00e9peau, F - 17 042 La Rochelle C\u00e9dex 1, France","institution_ids":["https://openalex.org/I78744979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019775295","display_name":"Pierre Loonis","orcid":null},"institutions":[{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. LOONIS","raw_affiliation_strings":["Laboratoire d'Informatique, d'Image et d'Interaction, Universit\u00e9 de La Rochelle, Avenue Michel Cr\u00e9peau, F - 17 042 La Rochelle C\u00e9dex 1, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d'Informatique, d'Image et d'Interaction, Universit\u00e9 de La Rochelle, Avenue Michel Cr\u00e9peau, F - 17 042 La Rochelle C\u00e9dex 1, France","institution_ids":["https://openalex.org/I78744979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109398020","display_name":"Simon Petitrenaud","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108471","display_name":"Le Mans Universit\u00e9","ror":"https://ror.org/01mtcc283","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210108471"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S. PETIT-RENAUD","raw_affiliation_strings":["Laboratoire d'Informatique de l'Universit\u00e9 du Maine, Universit\u00e9 du Maine, Avenue Ren\u00e9 La\u00ebnnec, F-72 085 Le Mans C\u00e9dex 9, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d'Informatique de l'Universit\u00e9 du Maine, Universit\u00e9 du Maine, Avenue Ren\u00e9 La\u00ebnnec, F-72 085 Le Mans C\u00e9dex 9, France","institution_ids":["https://openalex.org/I4210108471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052260911"],"corresponding_institution_ids":["https://openalex.org/I78744979"],"apc_list":null,"apc_paid":null,"fwci":8.9008,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.97682371,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"17","issue":"08","first_page":"1303","last_page":"1324"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9672999978065491,"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":0.9672999978065491,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9521999955177307,"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/random-subspace-method","display_name":"Random subspace method","score":0.9007786512374878},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7393680214881897},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.681300163269043},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6726396083831787},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6612979173660278},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5372310876846313},{"id":"https://openalex.org/keywords/cascading-classifiers","display_name":"Cascading classifiers","score":0.5018107891082764},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45274338126182556},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.3448602557182312},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06067979335784912}],"concepts":[{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.9007786512374878},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7393680214881897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.681300163269043},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6726396083831787},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6612979173660278},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5372310876846313},{"id":"https://openalex.org/C40651066","wikidata":"https://www.wikidata.org/wiki/Q5048220","display_name":"Cascading classifiers","level":4,"score":0.5018107891082764},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45274338126182556},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.3448602557182312},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06067979335784912},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s0218001403002897","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001403002897","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01434533v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01434533","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence, 2003, 17 (8), pp.1303-1324. ⟨10.1142/S0218001403002897⟩","raw_type":"Journal articles"},{"id":"pmh:oai:HAL:hal-02092753v1","is_oa":false,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-02092753","pdf_url":null,"source":{"id":"https://openalex.org/S4406922276","display_name":"INRIA a CCSD electronic archive server","issn_l":null,"issn":null,"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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 0218-0014","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W24189900","https://openalex.org/W28412257","https://openalex.org/W39684628","https://openalex.org/W166951565","https://openalex.org/W1591688110","https://openalex.org/W1608052929","https://openalex.org/W1883340868","https://openalex.org/W1930624869","https://openalex.org/W1981643872","https://openalex.org/W1999900601","https://openalex.org/W2004918970","https://openalex.org/W2005733256","https://openalex.org/W2019778169","https://openalex.org/W2041280856","https://openalex.org/W2046485094","https://openalex.org/W2046740735","https://openalex.org/W2048288497","https://openalex.org/W2048890562","https://openalex.org/W2049633694","https://openalex.org/W2055178087","https://openalex.org/W2059997103","https://openalex.org/W2060907774","https://openalex.org/W2066843515","https://openalex.org/W2090305451","https://openalex.org/W2098352249","https://openalex.org/W2102734279","https://openalex.org/W2104489595","https://openalex.org/W2113242816","https://openalex.org/W2117079761","https://openalex.org/W2117481086","https://openalex.org/W2126297944","https://openalex.org/W2126378678","https://openalex.org/W2145901988","https://openalex.org/W2159033850","https://openalex.org/W2159235508","https://openalex.org/W2162543357","https://openalex.org/W2164568552","https://openalex.org/W2307710359","https://openalex.org/W2308181013","https://openalex.org/W2403746960","https://openalex.org/W2406470551","https://openalex.org/W2615737084","https://openalex.org/W2802533528","https://openalex.org/W2912565176","https://openalex.org/W2912934387","https://openalex.org/W3129711340","https://openalex.org/W4210890186","https://openalex.org/W4211007335","https://openalex.org/W4214637188","https://openalex.org/W4244716760","https://openalex.org/W4285719527","https://openalex.org/W4301347335","https://openalex.org/W6820247564"],"related_works":["https://openalex.org/W2388864896","https://openalex.org/W2407804800","https://openalex.org/W2117265009","https://openalex.org/W2913388591","https://openalex.org/W1995521197","https://openalex.org/W2953702789","https://openalex.org/W108062576","https://openalex.org/W354631666","https://openalex.org/W2128012032","https://openalex.org/W2149131139"],"abstract_inverted_index":{"When":[0],"several":[1],"classifiers":[2,19,55,67,93],"are":[3,23],"brought":[4],"to":[5,7,36,61,74,89,95,102,121],"contribute":[6],"the":[8,37,63,69,75,103,115,119,128],"same":[9],"task":[10],"of":[11,15,39,65,77,105,110,118,130],"recognition,":[12],"various":[13,96],"strategies":[14],"decisions,":[16],"implying":[17],"these":[18],"in":[20,29,45,56,68,85],"different":[21,32],"ways,":[22],"possible.":[24],"A":[25,41],"first":[26],"strategy":[27,43,83,129],"consists":[28,44,84],"deciding":[30],"using":[31,46],"opinions:":[33],"it":[34,72,100],"corresponds":[35,73,101],"combination":[38],"classifiers.":[40,78,106],"second":[42],"one":[47,90],"or":[48,91,98],"more":[49,87,92],"opinions":[50],"for":[51],"better":[52],"guiding":[53],"other":[54,66],"their":[57],"training":[58],"stages,":[59],"and/or":[60],"improve":[62],"decision-making":[64],"classification":[70],"stage:":[71],"cooperation":[76],"The":[79,107],"third":[80],"and":[81],"last":[82],"giving":[86],"importance":[88],"according":[94],"criteria":[97],"situations:":[99],"selection":[104],"temporal":[108],"aspect":[109],"Pattern":[111],"Recognition":[112],"(PR),":[113],"i.e.":[114],"possible":[116],"evolution":[117],"classes":[120],"be":[122,125],"recognized,":[123],"can":[124],"treated":[126],"by":[127],"selection.":[131]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}