{"id":"https://openalex.org/W1895692432","doi":"https://doi.org/10.1007/11875581_45","title":"Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification","display_name":"Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1895692432","doi":"https://doi.org/10.1007/11875581_45","mag":"1895692432"},"language":"en","primary_location":{"id":"doi:10.1007/11875581_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11875581_45","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/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":true,"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","Instituto Tecnol\u00f3gico de Toluca, Lab. Reconocimiento de Patrones, Av. Tecnologico 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. Reconocimiento de Patrones, Av. Tecnologico s/n, 52140, Metepec, M\u00e9xico","institution_ids":["https://openalex.org/I4210165487"]}]},{"author_position":"middle","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","Instituto Tecnol\u00f3gico de Toluca, Lab. Reconocimiento de Patrones, Av. Tecnologico 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. Reconocimiento de Patrones, Av. Tecnologico s/n, 52140, Metepec, M\u00e9xico","institution_ids":["https://openalex.org/I4210165487"]}]},{"author_position":"middle","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"]}]},{"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":"last","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"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078458889"],"corresponding_institution_ids":["https://openalex.org/I10902133","https://openalex.org/I4210165487"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3015,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.59459674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"371","last_page":"378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9753999710083008,"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/computer-science","display_name":"Computer science","score":0.7716597318649292},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7129735350608826},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6179279088973999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5836117267608643},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5228672027587891},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35607725381851196}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7716597318649292},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7129735350608826},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6179279088973999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5836117267608643},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5228672027587891},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35607725381851196}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/11875581_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11875581_45","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:10.1.1.107.54","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.107.54","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/2006/ideal06.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W85350352","https://openalex.org/W102369970","https://openalex.org/W142793689","https://openalex.org/W1517113043","https://openalex.org/W1521695033","https://openalex.org/W1595468493","https://openalex.org/W1979953032","https://openalex.org/W1986515506","https://openalex.org/W1993220166","https://openalex.org/W2011376672","https://openalex.org/W2058732827","https://openalex.org/W2065330407","https://openalex.org/W2085388308","https://openalex.org/W2100494676","https://openalex.org/W2107686700","https://openalex.org/W2148143831","https://openalex.org/W2165888424"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W2033914206"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}