{"id":"https://openalex.org/W1505528277","doi":"https://doi.org/10.1007/11875581_56","title":"Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples","display_name":"Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1505528277","doi":"https://doi.org/10.1007/11875581_56","mag":"1505528277"},"language":"en","primary_location":{"id":"doi:10.1007/11875581_56","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11875581_56","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/A5022806095","display_name":"R. Alejo","orcid":"https://orcid.org/0000-0002-7580-3305"},"institutions":[{"id":"https://openalex.org/I4210165487","display_name":"Instituto Tecnol\u00f3gico de Toluca","ror":"https://ror.org/05s142056","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210165487"]},{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES","MX"],"is_corresponding":true,"raw_author_name":"R. Alejo","raw_affiliation_strings":["Dept. Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, Av. Sos Baynat s/n, 12071, Castell\u00f3 de la Plana, Spain","Instituto Tecnol\u00f3gico de Toluca, Lab. de Reconocimiento de Patrones, Av. Tecnol\u00f3gico S/N, 52140, Metepec, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Dept. Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, Av. Sos Baynat s/n, 12071, Castell\u00f3 de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]},{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Toluca, Lab. de Reconocimiento de Patrones, Av. Tecnol\u00f3gico S/N, 52140, Metepec, M\u00e9xico","institution_ids":["https://openalex.org/I4210165487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078458889","display_name":"Vicente Garc\u00eda","orcid":"https://orcid.org/0000-0003-2820-2918"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]},{"id":"https://openalex.org/I4210165487","display_name":"Instituto Tecnol\u00f3gico de Toluca","ror":"https://ror.org/05s142056","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210165487"]}],"countries":["ES","MX"],"is_corresponding":false,"raw_author_name":"V. Garcia","raw_affiliation_strings":["Dept. Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, Av. Sos Baynat s/n, 12071, Castell\u00f3 de la Plana, Spain","Instituto Tecnol\u00f3gico de Toluca, Lab. de Reconocimiento de Patrones, Av. Tecnol\u00f3gico S/N, 52140, Metepec, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Dept. Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, Av. Sos Baynat s/n, 12071, Castell\u00f3 de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]},{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Toluca, Lab. de Reconocimiento de Patrones, Av. Tecnol\u00f3gico S/N, 52140, Metepec, M\u00e9xico","institution_ids":["https://openalex.org/I4210165487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083418958","display_name":"Jos\u00e9 Mart\u00ednez Sotoca","orcid":"https://orcid.org/0000-0002-3957-2589"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. M. Sotoca","raw_affiliation_strings":["Dept. Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, Av. Sos Baynat s/n, 12071, Castell\u00f3 de la Plana, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, Av. Sos Baynat s/n, 12071, Castell\u00f3 de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003138309","display_name":"Ram\u00f3n A. Mollineda","orcid":"https://orcid.org/0000-0001-5765-2905"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"R. A. Mollineda","raw_affiliation_strings":["Dept. Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, Av. Sos Baynat s/n, 12071, Castell\u00f3 de la Plana, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, Av. Sos Baynat s/n, 12071, Castell\u00f3 de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001153552","display_name":"J. Salvador S\u00e1nchez","orcid":"https://orcid.org/0000-0003-1053-4658"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. S. S\u00e1nchez","raw_affiliation_strings":["Dept. Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, Av. Sos Baynat s/n, 12071, Castell\u00f3 de la Plana, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, Av. Sos Baynat s/n, 12071, Castell\u00f3 de la Plana, Spain","institution_ids":["https://openalex.org/I10902133"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022806095"],"corresponding_institution_ids":["https://openalex.org/I10902133","https://openalex.org/I4210165487"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.511,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.81749742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"464","last_page":"471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9972000122070312,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9972000122070312,"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":0.9653000235557556,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9591000080108643,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/computer-science","display_name":"Computer science","score":0.8353790044784546},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.795502245426178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7316412925720215},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.685240626335144},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6221333742141724},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6093723177909851},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.4792773425579071},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46534264087677},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.44169747829437256},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.44139835238456726},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4239782691001892}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8353790044784546},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.795502245426178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7316412925720215},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.685240626335144},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6221333742141724},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6093723177909851},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4792773425579071},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46534264087677},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.44169747829437256},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.44139835238456726},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4239782691001892},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11875581_56","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11875581_56","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":11,"referenced_works":["https://openalex.org/W85350352","https://openalex.org/W1486579091","https://openalex.org/W1541274513","https://openalex.org/W1598419248","https://openalex.org/W1963581687","https://openalex.org/W1986515506","https://openalex.org/W2074937451","https://openalex.org/W2128982212","https://openalex.org/W2140187489","https://openalex.org/W2142402086","https://openalex.org/W2148905674"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W3092506759","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W120741642","https://openalex.org/W138569904","https://openalex.org/W2390914021","https://openalex.org/W2389417819"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}