Computational Intelligence Applied to Financial Price Prediction: A State of the Art Review

The following work aims to review the most important research from computational intelligence applied to the financial price prediction problem. The article is organized as follows: The first section summarizes the role of predictability in the Neoclassical financial world. This section also critici...

Full description

Autores:
Sandoval, Javier
Tipo de recurso:
Article of journal
Fecha de publicación:
2011
Institución:
Universidad Externado de Colombia
Repositorio:
Biblioteca Digital Universidad Externado de Colombia
Idioma:
eng
OAI Identifier:
oai:bdigital.uexternado.edu.co:001/7387
Acceso en línea:
https://bdigital.uexternado.edu.co/handle/001/7387
https://revistas.uexternado.edu.co/index.php/odeon/article/view/3326
Palabra clave:
Neural networks
Support Vector Machine
Evolutionary methods
price prediction
Rights
openAccess
License
http://purl.org/coar/access_right/c_abf2
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network_acronym_str uexternad2
network_name_str Biblioteca Digital Universidad Externado de Colombia
repository_id_str
spelling Sandoval, Javier42d89a8d-3f7e-4434-81e0-a85fe83cdd1b2011-07-01 00:00:002022-09-08T13:38:03Z2011-07-01 00:00:002022-09-08T13:38:03Z2011-07-01The following work aims to review the most important research from computational intelligence applied to the financial price prediction problem. The article is organized as follows: The first section summarizes the role of predictability in the Neoclassical financial world. This section also criticizes the zero predictability framework. The second section presents the main computational intelligence techniques applied to financial price prediction. The third section depicts common features of revised works.application/pdf2346-21401794-1113https://bdigital.uexternado.edu.co/handle/001/7387https://revistas.uexternado.edu.co/index.php/odeon/article/view/3326engFacultad de Finanzas, Gobierno y Relaciones Internacionaleshttps://revistas.uexternado.edu.co/index.php/odeon/article/download/3326/2976Núm. 6 , Año 20116Odeoninfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2https://creativecommons.org/licenses/by-nc-sa/4.0/https://revistas.uexternado.edu.co/index.php/odeon/article/view/3326Neural networksSupport Vector MachineEvolutionary methodsprice predictionComputational Intelligence Applied to Financial Price Prediction: A State of the Art ReviewComputational Intelligence Applied to Financial Price Prediction: A State of the Art ReviewArtículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Textinfo:eu-repo/semantics/articleJournal articlehttp://purl.org/redcol/resource_type/ARTREFinfo:eu-repo/semantics/publishedVersionPublicationOREORE.xmltext/xml2591https://bdigital.uexternado.edu.co/bitstreams/35c12930-dd66-4ae3-ab41-e80116bda356/download2f2d37f9d6fc950f482d8e859d59702cMD51001/7387oai:bdigital.uexternado.edu.co:001/73872023-08-14 15:18:16.949https://creativecommons.org/licenses/by-nc-sa/4.0/https://bdigital.uexternado.edu.coUniversidad Externado de Colombiametabiblioteca@metabiblioteca.org
dc.title.spa.fl_str_mv Computational Intelligence Applied to Financial Price Prediction: A State of the Art Review
dc.title.translated.eng.fl_str_mv Computational Intelligence Applied to Financial Price Prediction: A State of the Art Review
title Computational Intelligence Applied to Financial Price Prediction: A State of the Art Review
spellingShingle Computational Intelligence Applied to Financial Price Prediction: A State of the Art Review
Neural networks
Support Vector Machine
Evolutionary methods
price prediction
title_short Computational Intelligence Applied to Financial Price Prediction: A State of the Art Review
title_full Computational Intelligence Applied to Financial Price Prediction: A State of the Art Review
title_fullStr Computational Intelligence Applied to Financial Price Prediction: A State of the Art Review
title_full_unstemmed Computational Intelligence Applied to Financial Price Prediction: A State of the Art Review
title_sort Computational Intelligence Applied to Financial Price Prediction: A State of the Art Review
dc.creator.fl_str_mv Sandoval, Javier
dc.contributor.author.spa.fl_str_mv Sandoval, Javier
dc.subject.eng.fl_str_mv Neural networks
Support Vector Machine
Evolutionary methods
price prediction
topic Neural networks
Support Vector Machine
Evolutionary methods
price prediction
description The following work aims to review the most important research from computational intelligence applied to the financial price prediction problem. The article is organized as follows: The first section summarizes the role of predictability in the Neoclassical financial world. This section also criticizes the zero predictability framework. The second section presents the main computational intelligence techniques applied to financial price prediction. The third section depicts common features of revised works.
publishDate 2011
dc.date.accessioned.none.fl_str_mv 2011-07-01 00:00:00
2022-09-08T13:38:03Z
dc.date.available.none.fl_str_mv 2011-07-01 00:00:00
2022-09-08T13:38:03Z
dc.date.issued.none.fl_str_mv 2011-07-01
dc.type.spa.fl_str_mv Artículo de revista
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dc.identifier.url.none.fl_str_mv https://revistas.uexternado.edu.co/index.php/odeon/article/view/3326
identifier_str_mv 2346-2140
1794-1113
url https://bdigital.uexternado.edu.co/handle/001/7387
https://revistas.uexternado.edu.co/index.php/odeon/article/view/3326
dc.language.iso.eng.fl_str_mv eng
language eng
dc.relation.bitstream.none.fl_str_mv https://revistas.uexternado.edu.co/index.php/odeon/article/download/3326/2976
dc.relation.citationedition.spa.fl_str_mv Núm. 6 , Año 2011
dc.relation.citationissue.spa.fl_str_mv 6
dc.relation.ispartofjournal.spa.fl_str_mv Odeon
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dc.publisher.spa.fl_str_mv Facultad de Finanzas, Gobierno y Relaciones Internacionales
dc.source.eng.fl_str_mv https://revistas.uexternado.edu.co/index.php/odeon/article/view/3326
institution Universidad Externado de Colombia
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