{"id":"https://openalex.org/W2182442832","doi":null,"title":"Transferencia de aprendizaje mediante bosques de decisi\u00f3n","display_name":"Transferencia de aprendizaje mediante bosques de decisi\u00f3n","publication_year":2014,"publication_date":"2014-11-28","ids":{"openalex":"https://openalex.org/W2182442832","mag":"2182442832"},"language":"es","primary_location":{"id":"pmh:oai:RDI UBA:aextesis:tesis_n5641_Goussies_oai","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12110/tesis_n5641_Goussies","pdf_url":null,"source":{"id":"https://openalex.org/S4306402562","display_name":"Repositorio Digital Institucional de la Universidad de Buenos Aires (Universidad de Buenos Aires)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I24354313","host_organization_name":"Universidad de Buenos Aires","host_organization_lineage":["https://openalex.org/I24354313"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/20.500.12110/tesis_n5641_Goussies","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021836586","display_name":"Norberto Adri\u00e1n Goussies","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24354313","display_name":"Universidad de Buenos Aires","ror":"https://ror.org/0081fs513","country_code":"AR","type":"education","lineage":["https://openalex.org/I24354313"]}],"countries":["AR"],"is_corresponding":true,"raw_author_name":"Norberto A. Goussies","raw_affiliation_strings":["University of Buenos Aires"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Buenos Aires","institution_ids":["https://openalex.org/I24354313"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021836586"],"corresponding_institution_ids":["https://openalex.org/I24354313"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9932000041007996,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9932000041007996,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.002099999925121665,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/transfer-learning","display_name":"transfer learning","score":0.9089999794960022},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.8220000267028809},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"gesture recognition","score":0.6570000052452087},{"id":"https://openalex.org/keywords/handwritten-character-recognition","display_name":"handwritten character recognition","score":0.8650000095367432},{"id":"https://openalex.org/keywords/label-propagation","display_name":"label propagation","score":0.9539999961853027},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"multi-class classification","score":0.703000009059906},{"id":"https://openalex.org/keywords/mnist","display_name":"MNIST","score":0.7770000100135803}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.6032465696334839},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.468193382024765},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.36043432354927063},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.30310899019241333}],"mesh":[],"locations_count":6,"locations":[{"id":"pmh:oai:RDI UBA:aextesis:tesis_n5641_Goussies_oai","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12110/tesis_n5641_Goussies","pdf_url":null,"source":{"id":"https://openalex.org/S4306402562","display_name":"Repositorio Digital Institucional de la Universidad de Buenos Aires (Universidad de Buenos Aires)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I24354313","host_organization_name":"Universidad de Buenos Aires","host_organization_lineage":["https://openalex.org/I24354313"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"pmh:oai:americanae.aecid.es:3855474","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12110/tesis_n5641_Goussies","pdf_url":null,"source":{"id":"https://openalex.org/S4306400786","display_name":"Americanae (AECID Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"reponame:Biblioteca Digital (UBA-FCEN)","raw_type":"http://purl.org/coar/resource_type/c_db06"},{"id":"pmh:snrd:Tesis_5641_Goussies","doi":null,"is_oa":true,"landing_page_url":"http://digital.bl.fcen.uba.ar/gsdl-282/cgi-bin/library.cgi?a=d&amp;c=tesis&amp;d=Tesis_5641_Goussies","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"reponame:Biblioteca Digital (UBA-FCEN)","raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"pmh:tesis:tesis_n5641_Goussies","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12110/tesis_n5641_Goussies","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"reponame:Biblioteca Digital (UBA-FCEN)","raw_type":"http://purl.org/coar/resource_type/c_db06"},{"id":"pmh:oai:RDI UBA:aextesis:Tesis_5641_Goussies_oai","doi":null,"is_oa":false,"landing_page_url":"http://digital.bl.fcen.uba.ar/gsdl-282/cgi-bin/library.cgi?a=d&amp;c=tesis&amp;d=Tesis_5641_Goussies","pdf_url":null,"source":{"id":"https://openalex.org/S4306402562","display_name":"Repositorio Digital Institucional de la Universidad de Buenos Aires (Universidad de Buenos Aires)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I24354313","host_organization_name":"Universidad de Buenos Aires","host_organization_lineage":["https://openalex.org/I24354313"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Tesis Doctoral"},{"id":"mag:2182442832","doi":null,"is_oa":false,"landing_page_url":"https://bibliotecadigital.exactas.uba.ar/download/tesis/tesis_n5641_Goussies.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:RDI UBA:aextesis:tesis_n5641_Goussies_oai","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12110/tesis_n5641_Goussies","pdf_url":null,"source":{"id":"https://openalex.org/S4306402562","display_name":"Repositorio Digital Institucional de la Universidad de Buenos Aires (Universidad de Buenos Aires)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I24354313","host_organization_name":"Universidad de Buenos Aires","host_organization_lineage":["https://openalex.org/I24354313"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W13188192","https://openalex.org/W46572615","https://openalex.org/W80760317","https://openalex.org/W138227583","https://openalex.org/W1480376833","https://openalex.org/W1503398984","https://openalex.org/W1507441226","https://openalex.org/W1542525373","https://openalex.org/W1564947197","https://openalex.org/W1565938589","https://openalex.org/W1568156700","https://openalex.org/W1588036380","https://openalex.org/W1594031697","https://openalex.org/W1722318740","https://openalex.org/W1967689506","https://openalex.org/W1970074386","https://openalex.org/W1983741890","https://openalex.org/W1988348003","https://openalex.org/W1988790447","https://openalex.org/W2006235059","https://openalex.org/W2020407556","https://openalex.org/W2047081748","https://openalex.org/W2051066766","https://openalex.org/W2058224795","https://openalex.org/W2069678212","https://openalex.org/W2075728230","https://openalex.org/W2095105645","https://openalex.org/W2098376331","https://openalex.org/W2099111195","https://openalex.org/W2103519186","https://openalex.org/W2107250100","https://openalex.org/W2112480082","https://openalex.org/W2112796928","https://openalex.org/W2113242816","https://openalex.org/W2115281136","https://openalex.org/W2115733720","https://openalex.org/W2116563254","https://openalex.org/W2121341364","https://openalex.org/W2122156965","https://openalex.org/W2122838776","https://openalex.org/W2122858723","https://openalex.org/W2125055259","https://openalex.org/W2128053425","https://openalex.org/W2128302979","https://openalex.org/W2132396836","https://openalex.org/W2133621813","https://openalex.org/W2136920242","https://openalex.org/W2138527036","https://openalex.org/W2144656844","https://openalex.org/W2145276819","https://openalex.org/W2149446614","https://openalex.org/W2149706766","https://openalex.org/W2155853132","https://openalex.org/W2159680539","https://openalex.org/W2161299605","https://openalex.org/W2162820221","https://openalex.org/W2165698076","https://openalex.org/W2166853275","https://openalex.org/W2167860520","https://openalex.org/W2167865917","https://openalex.org/W2168356304","https://openalex.org/W2172156083","https://openalex.org/W2496945004","https://openalex.org/W2534114659","https://openalex.org/W2911964244","https://openalex.org/W2951539267","https://openalex.org/W3097096317","https://openalex.org/W4362715886"],"related_works":["https://openalex.org/W2115595637","https://openalex.org/W2049059387","https://openalex.org/W2095105645","https://openalex.org/W2471424106","https://openalex.org/W3095028907","https://openalex.org/W7120304260","https://openalex.org/W4323256167","https://openalex.org/W7217456844","https://openalex.org/W2888179740","https://openalex.org/W55333328"],"abstract_inverted_index":{"Los":[0],"bosques":[1,81,125,190],"de":[2,14,57,62,76,78,82,96,115,123,126,131,134,144,161,167,182,191,203,213,223],"decisi\u00f3n":[3,83,192],"son":[4,20,39,177],"una":[5,106,137],"herramienta":[6],"que":[7,32,38,53,147,163,174],"se":[8,33,51,148],"han":[9],"popularizadopara":[10],"resolver":[11],"diferentes":[12],"tareas":[13,98,133],"visi\u00f3n":[15,47],"por":[16,48,100],"computadora.":[17],"Susprincipales":[18],"ventajas":[19],"su":[21],"alta":[22],"eficiencia":[23],"computacional,":[24],"los":[25,124,155,189],"resultados":[26],"competitivoscon":[27],"el":[28,110,121,165,195,201],"estado":[29,231],"del":[30,170,230,232],"arte":[31],"obtienen":[34],"al":[35],"emplearlos":[36],"y":[37,84,102,199],"inherentementeclasificadores":[40],"multiclase.":[41],"Usualmente,":[42],"para":[43,87],"cada":[44],"nueva":[45],"tareade":[46],"computadora":[49,101],"donde":[50],"tiene":[52],"entrenar":[54],"un":[55,59,73,151],"bosque":[56],"decisi\u00f3n,":[58],"nuevo":[60,74],"conjunto":[61,202],"entrenamiento":[63],"debe":[64],"ser":[65],"confeccionado":[66],"desde":[67],"cero.":[68],"En":[69],"esta":[70],"tesis,":[71],"presentamos":[72],"m\u00e9todo":[75,92],"transferencia":[77],"aprendizajeque":[79],"utiliza":[80],"lo":[85,103],"aplicamos":[86],"reconocer":[88],"gestosy":[89],"caracteres.":[90],"El":[91],"propuesto":[93],"extrae":[94],"conocimiento":[95,130],"otras":[97],"devisi\u00f3n":[99],"aplica":[104],"a":[105,136,216],"tarea":[107],"destino,":[108],"reduciendo":[109],"problemade":[111],"crear":[112],"nuevos":[113],"conjuntos":[114],"entrenamiento.":[116],"Introducimos":[117],"dos":[118],"extensiones":[119,176],"en":[120,154,194,200,221,225],"modelo":[122],"decisi\u00f3npara":[127],"poder":[128],"transferir":[129],"varias":[132],"origen":[135],"tareadestino.":[138],"La":[139,157],"primera":[140],"es":[141,159],"la":[142,168],"ganancia":[143],"informaci\u00f3n":[145],"mixta,":[146],"puedeinterpretar":[149],"como":[150],"regularizador":[152],"basado":[153],"datos.":[156],"segunda":[158],"lapropagaci\u00f3n":[160],"etiquetas,":[162],"infiere":[164],"estructura":[166],"variedad":[169],"espaciode":[171],"caracter\u00edsticas.":[172],"Demostramos":[173],"ambas":[175],"importantespara":[178],"obtener":[179],"altas":[180],"tasas":[181,222],"reconocimiento.":[183],"Nuestros":[184],"experimentos":[185],"demuestran":[186],"mejoras":[187,220],"sobre":[188],"tradicionales":[193],"ChaLearn":[196],"Gesture":[197],"Challenge":[198],"datos":[204],"MNIST":[205],"(Mixed":[206],"National":[207],"Institute":[208],"of":[209],"Standards":[210],"and":[211],"Technology)":[212],"d\u00edgitos":[214],"escritos":[215],"mano.":[217],"Adem\u00e1s":[218],"demostramos":[219],"reconocimiento":[224],"comparaci\u00f3n":[226],"con":[227],"otros":[228],"clasificadores":[229],"arte.":[233]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2016-06-24T00:00:00"}
