{"id":"https://openalex.org/W2153877136","doi":"https://doi.org/10.1109/ijcnn.2005.1556177","title":"A comparative analysis of the performnance of hybrid and non-hybrid multi-classifier systems","display_name":"A comparative analysis of the performnance of hybrid and non-hybrid multi-classifier systems","publication_year":2006,"publication_date":"2006-01-05","ids":{"openalex":"https://openalex.org/W2153877136","doi":"https://doi.org/10.1109/ijcnn.2005.1556177","mag":"2153877136"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2005.1556177","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556177","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","raw_type":"proceedings-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/A5019144108","display_name":"Anne M. P. Canuto","orcid":"https://orcid.org/0000-0002-3684-3814"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"A.M.P. Canuto","raw_affiliation_strings":["Informatics and Applied Mathematics Department, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil"],"affiliations":[{"raw_affiliation_string":"Informatics and Applied Mathematics Department, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064710760","display_name":"Marc\u00edlio C. P. de Souto","orcid":"https://orcid.org/0000-0002-7033-8328"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M.C.P. de Souto","raw_affiliation_strings":["Informatics and Applied Mathematics Department, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil"],"affiliations":[{"raw_affiliation_string":"Informatics and Applied Mathematics Department, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101714649","display_name":"Alusk Maciel Santos","orcid":"https://orcid.org/0000-0002-7631-2268"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"A.M. Santos","raw_affiliation_strings":["Informatics and Applied Mathematics Department, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil"],"affiliations":[{"raw_affiliation_string":"Informatics and Applied Mathematics Department, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113499128","display_name":"Val\u00e9ria Maria S. Bezerra","orcid":null},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"V.M.S. Bezerra","raw_affiliation_strings":["Informatics and Applied Mathematics Department, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil"],"affiliations":[{"raw_affiliation_string":"Informatics and Applied Mathematics Department, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025212556","display_name":"S. Mirelli","orcid":null},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"S. Mirelli","raw_affiliation_strings":["Informatics and Applied Mathematics Department, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil"],"affiliations":[{"raw_affiliation_string":"Informatics and Applied Mathematics Department, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I35046152"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019144108"],"corresponding_institution_ids":["https://openalex.org/I35046152"],"apc_list":null,"apc_paid":null,"fwci":1.2237,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79222144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"1941","last_page":"1946"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9819999933242798,"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":0.9819999933242798,"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":0.9805999994277954,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9786999821662903,"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/classifier","display_name":"Classifier (UML)","score":0.7847201824188232},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7828224897384644},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6218172311782837},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5903987288475037},{"id":"https://openalex.org/keywords/hybrid-system","display_name":"Hybrid system","score":0.44189947843551636}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7847201824188232},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7828224897384644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6218172311782837},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5903987288475037},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.44189947843551636}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2005.1556177","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556177","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W166951565","https://openalex.org/W1481639454","https://openalex.org/W1842759272","https://openalex.org/W2070534370","https://openalex.org/W2084812512","https://openalex.org/W2118519362","https://openalex.org/W2123504579","https://openalex.org/W2171400432","https://openalex.org/W2187740483","https://openalex.org/W2466512847","https://openalex.org/W6677458693"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"the":[3,11,31],"performance":[4,44],"of":[5,21,33,36],"some":[6,46],"multi-classifier":[7,24],"systems,":[8],"focusing":[9],"on":[10],"benefits":[12],"that":[13,30],"can":[14,38],"be":[15],"gained":[16],"when":[17],"integrating":[18],"different":[19,34],"types":[20,35],"classifiers":[22,37],"(hybrid":[23],"systems).":[25],"An":[26],"empirical":[27],"evaluation":[28],"shows":[29],"integration":[32],"lead":[39],"to":[40],"an":[41],"improvement":[42],"in":[43,45],"practical":[47],"classification":[48],"tasks.":[49]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
