{"id":"https://openalex.org/W2062390390","doi":"https://doi.org/10.1016/j.ins.2010.11.010","title":"Evolutionary model trees for handling continuous classes in machine learning","display_name":"Evolutionary model trees for handling continuous classes in machine learning","publication_year":2010,"publication_date":"2010-11-17","ids":{"openalex":"https://openalex.org/W2062390390","doi":"https://doi.org/10.1016/j.ins.2010.11.010","mag":"2062390390"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2010.11.010","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5039629929","display_name":"Rodrigo C. Barros","orcid":"https://orcid.org/0000-0002-0782-9482"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"funder","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodrigo C. Barros","raw_affiliation_strings":["University of S\u00e3o Paulo, Av. Trabalhador S\u00e3o Carlense 400, 13560-970 S\u00e3o Carlos, SP, Brazil#TAB#"],"affiliations":[{"raw_affiliation_string":"University of S\u00e3o Paulo, Av. Trabalhador S\u00e3o Carlense 400, 13560-970 S\u00e3o Carlos, SP, Brazil#TAB#","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019215692","display_name":"Duncan D. Ruiz","orcid":"https://orcid.org/0000-0002-4071-3246"},"institutions":[{"id":"https://openalex.org/I45643870","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio Grande do Sul","ror":"https://ror.org/025vmq686","country_code":"BR","type":"education","lineage":["https://openalex.org/I45643870"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Duncan D. Ruiz","raw_affiliation_strings":["Pontifical Catholic University of Rio Grande do Sul, Av. Ipiranga 6681, 90619-900 Porto Alegre, RS, Brazil"],"affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Rio Grande do Sul, Av. Ipiranga 6681, 90619-900 Porto Alegre, RS, Brazil","institution_ids":["https://openalex.org/I45643870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090283789","display_name":"M\u00e1rcio P. Basgalupp","orcid":"https://orcid.org/0000-0002-2005-1249"},"institutions":[{"id":"https://openalex.org/I88273585","display_name":"Universidade Federal de S\u00e3o Paulo","ror":"https://ror.org/02k5swt12","country_code":"BR","type":"funder","lineage":["https://openalex.org/I88273585"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M\u00e1rcio P. Basgalupp","raw_affiliation_strings":["Instituto de Ci\u00eancia e Tecnologia, Universidade Federal de S\u00e3o Paulo, Rua Talim 330, 12231-280 S\u00e3o Jos\u00e9 dos Campos, SP, Brazil#TAB#"],"affiliations":[{"raw_affiliation_string":"Instituto de Ci\u00eancia e Tecnologia, Universidade Federal de S\u00e3o Paulo, Rua Talim 330, 12231-280 S\u00e3o Jos\u00e9 dos Campos, SP, Brazil#TAB#","institution_ids":["https://openalex.org/I88273585"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3330,"currency":"USD","value_usd":3330},"apc_paid":null,"fwci":6.319,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":46,"citation_normalized_percentile":{"value":0.965248,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":95},"biblio":{"volume":"181","issue":"5","first_page":"954","last_page":"971"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9993,"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":0.9993,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9972,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9925,"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/tree","display_name":"Tree (set theory)","score":0.5545715}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7120273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.65899897},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5948363},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.56714123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5598612},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5545715},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4758565},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35998794},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20934102},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2010.11.010","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.76,"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":44,"referenced_works":["https://openalex.org/W1554944419","https://openalex.org/W1565377632","https://openalex.org/W1570448133","https://openalex.org/W1594031697","https://openalex.org/W1894704206","https://openalex.org/W1938740620","https://openalex.org/W1971007988","https://openalex.org/W1997577150","https://openalex.org/W2004276483","https://openalex.org/W2010315317","https://openalex.org/W2010583686","https://openalex.org/W2014852328","https://openalex.org/W2036157684","https://openalex.org/W2043584165","https://openalex.org/W2049351016","https://openalex.org/W2065225164","https://openalex.org/W2098396619","https://openalex.org/W2100604298","https://openalex.org/W2107641306","https://openalex.org/W2120199131","https://openalex.org/W2125055259","https://openalex.org/W2136734237","https://openalex.org/W2137719569","https://openalex.org/W2143700386","https://openalex.org/W2149706766","https://openalex.org/W2150593711","https://openalex.org/W2151832869","https://openalex.org/W2153476503","https://openalex.org/W2160356737","https://openalex.org/W2161786948","https://openalex.org/W2163983382","https://openalex.org/W2168175751","https://openalex.org/W2171033594","https://openalex.org/W2330820318","https://openalex.org/W2482589566","https://openalex.org/W2912391306","https://openalex.org/W2912817377","https://openalex.org/W2966207845","https://openalex.org/W3085162807","https://openalex.org/W3120740533","https://openalex.org/W3123294050","https://openalex.org/W4236137412","https://openalex.org/W4302564868","https://openalex.org/W94571269"],"related_works":["https://openalex.org/W4361795583","https://openalex.org/W4328134586","https://openalex.org/W4318350883","https://openalex.org/W4313001487","https://openalex.org/W4308191010","https://openalex.org/W4281385048","https://openalex.org/W4205478082","https://openalex.org/W3185179407","https://openalex.org/W3127425528","https://openalex.org/W1470425429"],"abstract_inverted_index":null,"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2062390390","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":8}],"updated_date":"2025-04-24T13:52:45.662113","created_date":"2016-06-24"}