{"id":"https://openalex.org/W53313556","doi":"https://doi.org/10.1007/978-3-540-73007-1_20","title":"Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples","display_name":"Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples","publication_year":2007,"publication_date":"2007-09-20","ids":{"openalex":"https://openalex.org/W53313556","doi":"https://doi.org/10.1007/978-3-540-73007-1_20","mag":"53313556"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-73007-1_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-73007-1_20","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/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":"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","Lab. de Reconocimiento de Patrones, Instituto Tecnol\u00f3gico de Toluca, Av. Tecnol\u00f3gico S/N, 52140, Metepec, Mexico"],"raw_orcid":null,"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":"Lab. de Reconocimiento de Patrones, Instituto Tecnol\u00f3gico de Toluca, Av. Tecnol\u00f3gico S/N, 52140, Metepec, Mexico","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. Garc\u00eda","raw_affiliation_strings":["Dept. Llenguatges i Sistemes Inform\u00e0tics, Universitat Jaume I, Av. Sos Baynat s/n, 12071 Castell\u00f3 de la Plana, Spain","Lab. de Reconocimiento de Patrones, Instituto Tecnol\u00f3gico de Toluca, Av. Tecnol\u00f3gico S/N, 52140, Metepec, Mexico"],"raw_orcid":null,"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":"Lab. de Reconocimiento de Patrones, Instituto Tecnol\u00f3gico de Toluca, Av. Tecnol\u00f3gico S/N, 52140, Metepec, Mexico","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"],"raw_orcid":null,"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"],"raw_orcid":null,"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"],"raw_orcid":null,"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":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0569,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.8805676,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"162","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9657999873161316,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7566535472869873},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.6914145350456238},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6688120365142822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6543252468109131},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6495089530944824},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6203889846801758},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5819347500801086},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5495811104774475},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5230308771133423},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4773702323436737},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.055919110774993896}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7566535472869873},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.6914145350456238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6688120365142822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6543252468109131},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6495089530944824},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6203889846801758},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5819347500801086},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5495811104774475},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5230308771133423},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4773702323436737},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.055919110774993896},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-73007-1_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-73007-1_20","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.102.4148","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.102.4148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://marmota.dlsi.uji.es/WebBIB/papers/2007/IWANN07.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W85350352","https://openalex.org/W1500890010","https://openalex.org/W1576278180","https://openalex.org/W1941659294","https://openalex.org/W2102338421","https://openalex.org/W2119191234","https://openalex.org/W2135118766","https://openalex.org/W2139393465","https://openalex.org/W2142402086","https://openalex.org/W4234643200"],"related_works":["https://openalex.org/W4239286941","https://openalex.org/W2088845016","https://openalex.org/W589102260","https://openalex.org/W1966421350","https://openalex.org/W1868434454","https://openalex.org/W2894173309","https://openalex.org/W4387932263","https://openalex.org/W2098962763","https://openalex.org/W2371065793","https://openalex.org/W2157746493"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
