{"id":"https://openalex.org/W2012389747","doi":"https://doi.org/10.4114/ia.v14i45.1080","title":"CLASIFIers and ensamble of clasifiers based on decision trees that handle concept drift","display_name":"CLASIFIers and ensamble of clasifiers based on decision trees that handle concept drift","publication_year":2010,"publication_date":"2010-02-14","ids":{"openalex":"https://openalex.org/W2012389747","doi":"https://doi.org/10.4114/ia.v14i45.1080","mag":"2012389747"},"language":"en","primary_location":{"id":"doi:10.4114/ia.v14i45.1080","doi":"https://doi.org/10.4114/ia.v14i45.1080","is_oa":true,"landing_page_url":"https://doi.org/10.4114/ia.v14i45.1080","pdf_url":null,"source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","latindex","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTELIGENCIA ARTIFICIAL","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.4114/ia.v14i45.1080","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024267128","display_name":"Isvani Inocencio Fr\u00edas Blanco","orcid":"https://orcid.org/0000-0002-6133-6080","observed_orcids":["https://orcid.org/0000-0002-6133-6080"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Isvani Inocencio Fr\u00edas Blanco","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023135000","display_name":"Agust\u00edn Alejandro Ortiz D\u00edaz","orcid":"https://orcid.org/0000-0003-1133-9096","observed_orcids":["https://orcid.org/0000-0003-1133-9096"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Agust\u00edn Alejandro Ortiz D\u00edaz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034808192","display_name":"Gonzalo Ramos Jim\u00e9nez","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gonzalo Ramos Jimenez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111485498","display_name":"Rafael Morales Bueno","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rafael Morales Bueno","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5066758603","display_name":"Yail\u00e9 Caballero Mota","orcid":"https://orcid.org/0000-0002-6725-5812","observed_orcids":["https://orcid.org/0000-0002-6725-5812"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yail\u00e9 Caballero Mota","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.11555778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"14","issue":"45","first_page":"32","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining 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/T12761","display_name":"Data Stream Mining 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/T10538","display_name":"Data Mining Algorithms and Applications","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.0,"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/concept-drift","display_name":"concept drift","score":0.9919999837875366},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.828000009059906},{"id":"https://openalex.org/keywords/ensemble-classifiers","display_name":"ensemble classifiers","score":0.7710000276565552},{"id":"https://openalex.org/keywords/classifier-updating","display_name":"classifier updating","score":0.5619999766349792},{"id":"https://openalex.org/keywords/sequential-data","display_name":"sequential data","score":0.4009999930858612},{"id":"https://openalex.org/keywords/dynamic-environments","display_name":"dynamic environments","score":0.7239999771118164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36697980761528015},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.32143712043762207}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.4114/ia.v14i45.1080","doi":"https://doi.org/10.4114/ia.v14i45.1080","is_oa":true,"landing_page_url":"https://doi.org/10.4114/ia.v14i45.1080","pdf_url":null,"source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","latindex","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTELIGENCIA ARTIFICIAL","raw_type":"journal-article"},{"id":"pmh:oai:redalyc.org:92513106005","doi":null,"is_oa":false,"landing_page_url":"https://www.redalyc.org/articulo.oa?id=92513106005","pdf_url":null,"source":{"id":"https://openalex.org/S4377196100","display_name":"Redalyc (Universidad Aut\u00f3noma del Estado de M\u00e9xico)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I179647637","host_organization_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","host_organization_lineage":["https://openalex.org/I179647637"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Inteligencia Artificial. Revista Iberoamericana de Inteligencia Artificial (Espa\u00f1a) Num.45 Vol.14","raw_type":"art\u00edculo cient\u00edfico"},{"id":"mag:2025282338","doi":null,"is_oa":true,"landing_page_url":"https://journal.iberamia.org/index.php/ia/article/view/630/article%20%281%29.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","latindex","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Inteligencia Artificial,revista Iberoamericana De Inteligencia Artificial","raw_type":null}],"best_oa_location":{"id":"doi:10.4114/ia.v14i45.1080","doi":"https://doi.org/10.4114/ia.v14i45.1080","is_oa":true,"landing_page_url":"https://doi.org/10.4114/ia.v14i45.1080","pdf_url":null,"source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","latindex","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTELIGENCIA ARTIFICIAL","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W27170557","https://openalex.org/W29050389","https://openalex.org/W42215894","https://openalex.org/W88757776","https://openalex.org/W97587332","https://openalex.org/W167515793","https://openalex.org/W188803003","https://openalex.org/W1488252886","https://openalex.org/W1507527858","https://openalex.org/W1529046154","https://openalex.org/W1549275560","https://openalex.org/W1551045851","https://openalex.org/W1557987543","https://openalex.org/W1585854823","https://openalex.org/W1593041439","https://openalex.org/W1599232982","https://openalex.org/W1604115992","https://openalex.org/W1604286369","https://openalex.org/W1607401844","https://openalex.org/W1636521571","https://openalex.org/W1652467813","https://openalex.org/W1812155826","https://openalex.org/W1858844946","https://openalex.org/W1907380269","https://openalex.org/W1965972569","https://openalex.org/W1968153449","https://openalex.org/W1968980002","https://openalex.org/W1973991804","https://openalex.org/W1988850604","https://openalex.org/W1990079212","https://openalex.org/W1990990210","https://openalex.org/W1993430291","https://openalex.org/W1999038366","https://openalex.org/W2001474264","https://openalex.org/W2004110412","https://openalex.org/W2004963814","https://openalex.org/W2009727399","https://openalex.org/W2010657328","https://openalex.org/W2022775778","https://openalex.org/W2037783738","https://openalex.org/W2047449506","https://openalex.org/W2054917138","https://openalex.org/W2067885219","https://openalex.org/W2068714596","https://openalex.org/W2069816994","https://openalex.org/W2082553115","https://openalex.org/W2086364952","https://openalex.org/W2089624555","https://openalex.org/W2093825590","https://openalex.org/W2103753221","https://openalex.org/W2110222014","https://openalex.org/W2112076978","https://openalex.org/W2120587290","https://openalex.org/W2129113961","https://openalex.org/W2132012226","https://openalex.org/W2133088989","https://openalex.org/W2133442842","https://openalex.org/W2139002523","https://openalex.org/W2141006132","https://openalex.org/W2141802788","https://openalex.org/W2143991132","https://openalex.org/W2146032906","https://openalex.org/W2147169507","https://openalex.org/W2152761983","https://openalex.org/W2153678935","https://openalex.org/W2418135142","https://openalex.org/W2912934387","https://openalex.org/W3112596628","https://openalex.org/W4235920691","https://openalex.org/W4256364787"],"related_works":["https://openalex.org/W6957846883","https://openalex.org/W2783769912","https://openalex.org/W2783046071","https://openalex.org/W3152207121","https://openalex.org/W2331320447","https://openalex.org/W1526985386","https://openalex.org/W4297148818","https://openalex.org/W2921328457","https://openalex.org/W2291661138","https://openalex.org/W2135153142"],"abstract_inverted_index":{"\"En":[0],"un":[1,70],"gran":[2],"n\u00famero":[3],"de":[4,9,25,59,69,79,83,87,93,98],"problemas":[5],"los":[6,44],"datos":[7,39,45],"proceden":[8],"entornos":[10],"din\u00e1micos":[11],"y":[12,47,100],"son":[13],"adquiridos":[14],"a":[15,23],"lo":[16,20],"largo":[17],"del":[18,52,64,102],"tiempo,":[19],"que":[21,32,34],"obliga":[22],"procesarlos":[24],"forma":[26],"secuencial.":[27],"Frecuentemente,":[28],"se":[29,75],"producen":[30],"cambios":[31],"provocan":[33],"el":[35],"modelo":[36],"construido":[37],"con":[38,43,85],"anteriores":[40],"sea":[41,48],"inconsistente":[42],"actuales":[46],"necesaria":[49],"una":[50,77],"actualizaci\u00f3n":[51],"mismo.":[53],"Este":[54],"problema,":[55],"conocido":[56],"por":[57],"cambio":[58,86,99],"concepto":[60,88],"complica":[61],"la":[62,67],"tarea":[63],"aprendizaje":[65,84],"para":[66],"construcci\u00f3n":[68],"modelo.":[71],"En":[72],"este":[73],"trabajo":[74],"realiza":[76],"revisi\u00f3n":[78],"las":[80],"t\u00e9cnicas":[81],"existentes":[82],"centr\u00e1ndose":[89],"fundamentalmente":[90],"en":[91],"\u00e1rboles":[92],"decisi\u00f3n,":[94],"considerando":[95],"diferentes":[96],"tipos":[97],"peculiaridades":[101],"problema.\"":[103]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}