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Computational intelligence techniques with application to crude oil price projection: a literature survey from 2001–2012

This paper is an attempt to survey the applications of computational intelligence techniques for predicting crude oil prices over a period of ten years. The purpose of this research is to provide an exhaustive overview of the existing literature which may assist prospective researchers. The revie...

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Main Authors: Haruna, Chiroma, Sameem, Abdul-kareem, Abubakar, Adamu, Joda, Mohammed
Format: Article
Language:English
Published: Czech Technical University in Prague 2013
Subjects:
Q350 Information theory
Online Access:http://irep.iium.edu.my/40311/1/NNW.2013.23.032.pdf
http://irep.iium.edu.my/40311/
http://www.nnw.cz/
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spelling my.iium.irep.403112015-01-06T07:26:39Z http://irep.iium.edu.my/40311/ Computational intelligence techniques with application to crude oil price projection: a literature survey from 2001–2012 Haruna, Chiroma Sameem, Abdul-kareem Abubakar, Adamu Joda, Mohammed Q350 Information theory This paper is an attempt to survey the applications of computational intelligence techniques for predicting crude oil prices over a period of ten years. The purpose of this research is to provide an exhaustive overview of the existing literature which may assist prospective researchers. The reviewed literature covers a spectrum of publications on the proposed model, source of experimental data, period of data collection, year of publication and contributors. The overall trend of the publications in this area of research issued within the last decade is also addressed. The existing body of research has been analyzed and new research directions have been outlined that have been previously ignored. It is expected that researchers across the globe may thus be encouraged to re–direct their attention and resources in order to keep on searching for an optimum solution Czech Technical University in Prague 2013-10-25 Article REM application/pdf en http://irep.iium.edu.my/40311/1/NNW.2013.23.032.pdf Haruna, Chiroma and Sameem, Abdul-kareem and Abubakar, Adamu and Joda, Mohammed (2013) Computational intelligence techniques with application to crude oil price projection: a literature survey from 2001–2012. Neural Network World, 6 (13). pp. 523-551. ISSN 1210-0552 http://www.nnw.cz/ 10.14311/NNW.2013.23.032
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic Q350 Information theory
spellingShingle Q350 Information theory
Haruna, Chiroma
Sameem, Abdul-kareem
Abubakar, Adamu
Joda, Mohammed
Computational intelligence techniques with application to crude oil price projection: a literature survey from 2001–2012
description This paper is an attempt to survey the applications of computational intelligence techniques for predicting crude oil prices over a period of ten years. The purpose of this research is to provide an exhaustive overview of the existing literature which may assist prospective researchers. The reviewed literature covers a spectrum of publications on the proposed model, source of experimental data, period of data collection, year of publication and contributors. The overall trend of the publications in this area of research issued within the last decade is also addressed. The existing body of research has been analyzed and new research directions have been outlined that have been previously ignored. It is expected that researchers across the globe may thus be encouraged to re–direct their attention and resources in order to keep on searching for an optimum solution
format Article
author Haruna, Chiroma
Sameem, Abdul-kareem
Abubakar, Adamu
Joda, Mohammed
author_facet Haruna, Chiroma
Sameem, Abdul-kareem
Abubakar, Adamu
Joda, Mohammed
author_sort Haruna, Chiroma
title Computational intelligence techniques with application to crude oil price projection: a literature survey from 2001–2012
title_short Computational intelligence techniques with application to crude oil price projection: a literature survey from 2001–2012
title_full Computational intelligence techniques with application to crude oil price projection: a literature survey from 2001–2012
title_fullStr Computational intelligence techniques with application to crude oil price projection: a literature survey from 2001–2012
title_full_unstemmed Computational intelligence techniques with application to crude oil price projection: a literature survey from 2001–2012
title_sort computational intelligence techniques with application to crude oil price projection: a literature survey from 2001–2012
publisher Czech Technical University in Prague
publishDate 2013
url http://irep.iium.edu.my/40311/1/NNW.2013.23.032.pdf
http://irep.iium.edu.my/40311/
http://www.nnw.cz/
_version_ 1643611797861695488
score 13.211869

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