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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Czech Technical University in Prague
2013
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/40311/ http://irep.iium.edu.my/40311/1/NNW.2013.23.032.pdf |
| _version_ | 1848781931600150528 |
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| 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 |
| building | IIUM Repository |
| collection | Online Access |
| 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 |
| first_indexed | 2025-11-14T15:57:24Z |
| format | Article |
| id | iium-40311 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:57:24Z |
| publishDate | 2013 |
| publisher | Czech Technical University in Prague |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-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 PeerReviewed 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 |
| 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 |
| title | 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_short | 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 |
| topic | Q350 Information theory |
| url | http://irep.iium.edu.my/40311/ http://irep.iium.edu.my/40311/ http://irep.iium.edu.my/40311/ http://irep.iium.edu.my/40311/1/NNW.2013.23.032.pdf |