{"id":"https://openalex.org/W7106787503","doi":"https://doi.org/10.71618/71hm-q539","title":"Predicci\u00f3n de la tasa de cambio EUR/USD: comparaci\u00f3n de modelos de Deep Learning con diversos tipos y cantidades de datos de entrenamiento","display_name":"Predicci\u00f3n de la tasa de cambio EUR/USD: comparaci\u00f3n de modelos de Deep Learning con diversos tipos y cantidades de datos de entrenamiento","publication_year":2025,"publication_date":"2025-11-26","ids":{"openalex":"https://openalex.org/W7106787503","doi":"https://doi.org/10.71618/71hm-q539"},"language":"es","primary_location":{"id":"doi:10.71618/71hm-q539","doi":"https://doi.org/10.71618/71hm-q539","is_oa":true,"landing_page_url":"https://doi.org/10.71618/71hm-q539","pdf_url":null,"source":{"id":"https://openalex.org/S4306401316","display_name":"Repositorio Institucional (Pontificia Universidad Javeriana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I233745408","host_organization_name":"Pontificia Universidad Javeriana","host_organization_lineage":["https://openalex.org/I233745408"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.71618/71hm-q539","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Caicedo Le\u00f3n, Andr\u00e9s","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Caicedo Le\u00f3n, Andr\u00e9s","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Bastidas Caicedo, Harvey Demian","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bastidas Caicedo, Harvey Demian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Sarmiento, Cristian Camilo","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sarmiento, Cristian Camilo","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":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.00930000003427267,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10047","display_name":"Financial Markets and Investment Strategies","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/exchange-rate-forecasting","display_name":"exchange rate forecasting","score":0.7080000042915344},{"id":"https://openalex.org/keywords/eur-usd","display_name":"EUR/USD","score":0.968999981880188},{"id":"https://openalex.org/keywords/deep-learning-models","display_name":"deep learning models","score":0.9480000138282776},{"id":"https://openalex.org/keywords/training-set-size","display_name":"training data size","score":0.6499999761581421},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.6050000190734863},{"id":"https://openalex.org/keywords/foreign-exchange-market","display_name":"foreign exchange market","score":0.7490000128746033}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.34779998660087585},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3077999949455261},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2759000062942505},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2757999897003174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22210000455379486},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.20810000598430634},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17720000445842743},{"id":"https://openalex.org/C3020594445","wikidata":"https://www.wikidata.org/wiki/Q1550460","display_name":"Initial training","level":2,"score":0.16750000417232513},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16449999809265137},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.15600000321865082}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.71618/71hm-q539","doi":"https://doi.org/10.71618/71hm-q539","is_oa":true,"landing_page_url":"https://doi.org/10.71618/71hm-q539","pdf_url":null,"source":{"id":"https://openalex.org/S4306401316","display_name":"Repositorio Institucional (Pontificia Universidad Javeriana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I233745408","host_organization_name":"Pontificia Universidad Javeriana","host_organization_lineage":["https://openalex.org/I233745408"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.71618/71hm-q539","doi":"https://doi.org/10.71618/71hm-q539","is_oa":true,"landing_page_url":"https://doi.org/10.71618/71hm-q539","pdf_url":null,"source":{"id":"https://openalex.org/S4306401316","display_name":"Repositorio Institucional (Pontificia Universidad Javeriana)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I233745408","host_organization_name":"Pontificia Universidad Javeriana","host_organization_lineage":["https://openalex.org/I233745408"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7127282628","https://openalex.org/W7120757207","https://openalex.org/W413685245","https://openalex.org/W4402568325","https://openalex.org/W7206256333","https://openalex.org/W7005328971","https://openalex.org/W6922369641","https://openalex.org/W7120416981","https://openalex.org/W7113165295","https://openalex.org/W6973715996"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2025-11-28T00:00:00"}
