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 reviewed...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Czech Technical University in Prague, Faculty of Transportation Sciences
2013
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| Online Access: | http://irep.iium.edu.my/37924/ http://irep.iium.edu.my/37924/1/Computational_Intelligence_Techniques_With_Application_To_Crude_Oil_Price_Projection_A_Literature_Survey_From_2001-2012.pdf |
| _version_ | 1848781500251635712 |
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| author | Chiroma, Haruna Abdulkareem, Sameem Abubakar, Adamu Usman, Mohammed Joda |
| author_facet | Chiroma, Haruna Abdulkareem, Sameem Abubakar, Adamu Usman, Mohammed Joda |
| author_sort | Chiroma, Haruna |
| 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 | 2025-11-14T15:50:33Z |
| format | Article |
| id | iium-37924 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:50:33Z |
| publishDate | 2013 |
| publisher | Czech Technical University in Prague, Faculty of Transportation Sciences |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-379242014-08-27T02:55:17Z http://irep.iium.edu.my/37924/ Computational intelligence techniques with application to crude oil price projection: A literature survey from 2001-2012 Chiroma, Haruna Abdulkareem, Sameem Abubakar, Adamu Usman, Mohammed Joda T Technology (General) 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, Faculty of Transportation Sciences 2013 Article PeerReviewed application/pdf en http://irep.iium.edu.my/37924/1/Computational_Intelligence_Techniques_With_Application_To_Crude_Oil_Price_Projection_A_Literature_Survey_From_2001-2012.pdf Chiroma, Haruna and Abdulkareem, Sameem and Abubakar, Adamu and Usman, Mohammed Joda (2013) Computational intelligence techniques with application to crude oil price projection: A literature survey from 2001-2012. Neural Network World: International Journal On Non-Standard Computing And Artificial Intelligence , 23 (6). pp. 523-551. ISSN 1210-0552 http://www.nnw.cz/obsahy13.html |
| spellingShingle | T Technology (General) Chiroma, Haruna Abdulkareem, Sameem Abubakar, Adamu Usman, Mohammed Joda 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 | T Technology (General) |
| url | http://irep.iium.edu.my/37924/ http://irep.iium.edu.my/37924/ http://irep.iium.edu.my/37924/1/Computational_Intelligence_Techniques_With_Application_To_Crude_Oil_Price_Projection_A_Literature_Survey_From_2001-2012.pdf |