{"id":"https://openalex.org/W1591901970","doi":"https://doi.org/10.1007/978-3-540-25966-4_27","title":"Building Diverse Classifier Outputs to Evaluate the Behavior of Combination Methods: The Case of Two Classifiers","display_name":"Building Diverse Classifier Outputs to Evaluate the Behavior of Combination Methods: The Case of Two Classifiers","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W1591901970","doi":"https://doi.org/10.1007/978-3-540-25966-4_27","mag":"1591901970"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-25966-4_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-25966-4_27","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5072291603","display_name":"H\u00e9la Zouari","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]}],"countries":["FR","TN"],"is_corresponding":true,"raw_author_name":"H\u00e9la Zouari","raw_affiliation_strings":["Groupe de Recherche sur les Machines Intelligentes (REGIM), Universit\u00e9 de Sfax Ecole National des ing\u00e9nieurs, BP W, Sfax, 3038, Tunisie","Laboratoire Perception, Syst\u00e8mes, Information (PSI), Universit\u00e9 de Rouen, Place Emile Blondel, 76821, Mont-Saint-Aignan, CEDEX, France","Universit\u00e9 de Sfax Ecole National des ing\u00e9nieurs, BP W","Universit\u00e9 de Rouen"],"affiliations":[{"raw_affiliation_string":"Groupe de Recherche sur les Machines Intelligentes (REGIM), Universit\u00e9 de Sfax Ecole National des ing\u00e9nieurs, BP W, Sfax, 3038, Tunisie","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Laboratoire Perception, Syst\u00e8mes, Information (PSI), Universit\u00e9 de Rouen, Place Emile Blondel, 76821, Mont-Saint-Aignan, CEDEX, France","institution_ids":["https://openalex.org/I62396329"]},{"raw_affiliation_string":"Universit\u00e9 de Sfax Ecole National des ing\u00e9nieurs, BP W","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Universit\u00e9 de Rouen","institution_ids":["https://openalex.org/I62396329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007251630","display_name":"Laurent Heutte","orcid":"https://orcid.org/0000-0003-4740-9770"},"institutions":[{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Heutte","raw_affiliation_strings":["Laboratoire Perception, Syst\u00e8mes, Information (PSI), Universit\u00e9 de Rouen, Place Emile Blondel, 76821, Mont-Saint-Aignan, CEDEX, France","Universit\u00e9 de Rouen"],"affiliations":[{"raw_affiliation_string":"Laboratoire Perception, Syst\u00e8mes, Information (PSI), Universit\u00e9 de Rouen, Place Emile Blondel, 76821, Mont-Saint-Aignan, CEDEX, France","institution_ids":["https://openalex.org/I62396329"]},{"raw_affiliation_string":"Universit\u00e9 de Rouen","institution_ids":["https://openalex.org/I62396329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068480709","display_name":"Y. Lecourtier","orcid":null},"institutions":[{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yves Lecourtier","raw_affiliation_strings":["Laboratoire Perception, Syst\u00e8mes, Information (PSI), Universit\u00e9 de Rouen, Place Emile Blondel, 76821, Mont-Saint-Aignan, CEDEX, France","Universit\u00e9 de Rouen"],"affiliations":[{"raw_affiliation_string":"Laboratoire Perception, Syst\u00e8mes, Information (PSI), Universit\u00e9 de Rouen, Place Emile Blondel, 76821, Mont-Saint-Aignan, CEDEX, France","institution_ids":["https://openalex.org/I62396329"]},{"raw_affiliation_string":"Universit\u00e9 de Rouen","institution_ids":["https://openalex.org/I62396329"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053613060","display_name":"Adel M. Alimi","orcid":"https://orcid.org/0000-0002-0642-3384"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Adel Alimi","raw_affiliation_strings":["Groupe de Recherche sur les Machines Intelligentes (REGIM), Universit\u00e9 de Sfax Ecole National des ing\u00e9nieurs, BP W, Sfax, 3038, Tunisie","Universit\u00e9 de Sfax Ecole National des ing\u00e9nieurs, BP W"],"affiliations":[{"raw_affiliation_string":"Groupe de Recherche sur les Machines Intelligentes (REGIM), Universit\u00e9 de Sfax Ecole National des ing\u00e9nieurs, BP W, Sfax, 3038, Tunisie","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Universit\u00e9 de Sfax Ecole National des ing\u00e9nieurs, BP W","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072291603"],"corresponding_institution_ids":["https://openalex.org/I142899784","https://openalex.org/I62396329"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.5928,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.85590746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"273","last_page":"282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9883000254631042,"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":0.9883000254631042,"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":0.9864000082015991,"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":0.9861999750137329,"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":0.7748668193817139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7605968117713928},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6902787685394287},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6361387968063354},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5766295194625854},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5761615037918091},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4954146146774292},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46874740719795227},{"id":"https://openalex.org/keywords/cascading-classifiers","display_name":"Cascading classifiers","score":0.41356784105300903},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20981982350349426}],"concepts":[{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.7748668193817139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7605968117713928},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6902787685394287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6361387968063354},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5766295194625854},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5761615037918091},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4954146146774292},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46874740719795227},{"id":"https://openalex.org/C40651066","wikidata":"https://www.wikidata.org/wiki/Q5048220","display_name":"Cascading classifiers","level":4,"score":0.41356784105300903},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20981982350349426},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-25966-4_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-25966-4_27","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1578496084","https://openalex.org/W1881190771","https://openalex.org/W1967646346","https://openalex.org/W1999589609","https://openalex.org/W2058307353","https://openalex.org/W2070229819","https://openalex.org/W2131750622","https://openalex.org/W2135293965","https://openalex.org/W2144192793","https://openalex.org/W2150855341","https://openalex.org/W2157236054","https://openalex.org/W2158275940","https://openalex.org/W2158869137","https://openalex.org/W2163067274","https://openalex.org/W2912934387","https://openalex.org/W4234892472"],"related_works":["https://openalex.org/W2388864896","https://openalex.org/W2407804800","https://openalex.org/W2913388591","https://openalex.org/W2117265009","https://openalex.org/W108062576","https://openalex.org/W1995521197","https://openalex.org/W2084961599","https://openalex.org/W2953702789","https://openalex.org/W354631666","https://openalex.org/W2128012032"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}