Performance Comparison Between HMLP, MLP And Recurrent Networks With Applications To Carbon Monoxide Concentrations Forecasting.
This paper compares the performance of Hybrid Multilayered Perceptron (HMLP) network, Multilayered Perceptron (MLP) network and Recurrent network. These networks are used to model and forecast carbon monoxide (CO) concentration.
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2005
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| Subjects: | |
| Online Access: | http://eprints.usm.my/15568/ http://eprints.usm.my/15568/1/Performance_Comparison_between_HMLP%2C_MLP_and_Recurrent_Networks_with_Applications_to_Carbon_Monoxide_Concentrations_Forecasting_JULY_2005.pdf |
| _version_ | 1848872299188453376 |
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| author | Raji, Usharani Mashor, M.Y. Adom, A.H. Ali, A.N Sadullah, A.F. |
| author_facet | Raji, Usharani Mashor, M.Y. Adom, A.H. Ali, A.N Sadullah, A.F. |
| author_sort | Raji, Usharani |
| building | USM Institutional Repository |
| collection | Online Access |
| description | This paper compares the performance of Hybrid Multilayered Perceptron (HMLP) network, Multilayered Perceptron (MLP) network and Recurrent network. These networks are used to model and forecast carbon monoxide (CO) concentration. |
| first_indexed | 2025-11-15T15:53:46Z |
| format | Conference or Workshop Item |
| id | usm-15568 |
| institution | Universiti Sains Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T15:53:46Z |
| publishDate | 2005 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | usm-155682017-11-20T07:22:09Z http://eprints.usm.my/15568/ Performance Comparison Between HMLP, MLP And Recurrent Networks With Applications To Carbon Monoxide Concentrations Forecasting. Raji, Usharani Mashor, M.Y. Adom, A.H. Ali, A.N Sadullah, A.F. TK1-9971 Electrical engineering. Electronics. Nuclear engineering This paper compares the performance of Hybrid Multilayered Perceptron (HMLP) network, Multilayered Perceptron (MLP) network and Recurrent network. These networks are used to model and forecast carbon monoxide (CO) concentration. 2005 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.usm.my/15568/1/Performance_Comparison_between_HMLP%2C_MLP_and_Recurrent_Networks_with_Applications_to_Carbon_Monoxide_Concentrations_Forecasting_JULY_2005.pdf Raji, Usharani and Mashor, M.Y. and Adom, A.H. and Ali, A.N and Sadullah, A.F. (2005) Performance Comparison Between HMLP, MLP And Recurrent Networks With Applications To Carbon Monoxide Concentrations Forecasting. In: Proceedings of the 9th WSEAS International CSCC Multiconference : Circuits ’05, System ’05, Computer ’05, Communication ‘05, , 11-16 July 2005 , Vouliagmeni, Athens, Greece. |
| spellingShingle | TK1-9971 Electrical engineering. Electronics. Nuclear engineering Raji, Usharani Mashor, M.Y. Adom, A.H. Ali, A.N Sadullah, A.F. Performance Comparison Between HMLP, MLP And Recurrent Networks With Applications To Carbon Monoxide Concentrations Forecasting. |
| title | Performance Comparison Between HMLP, MLP And Recurrent Networks With Applications To Carbon Monoxide Concentrations Forecasting.
|
| title_full | Performance Comparison Between HMLP, MLP And Recurrent Networks With Applications To Carbon Monoxide Concentrations Forecasting.
|
| title_fullStr | Performance Comparison Between HMLP, MLP And Recurrent Networks With Applications To Carbon Monoxide Concentrations Forecasting.
|
| title_full_unstemmed | Performance Comparison Between HMLP, MLP And Recurrent Networks With Applications To Carbon Monoxide Concentrations Forecasting.
|
| title_short | Performance Comparison Between HMLP, MLP And Recurrent Networks With Applications To Carbon Monoxide Concentrations Forecasting.
|
| title_sort | performance comparison between hmlp, mlp and recurrent networks with applications to carbon monoxide concentrations forecasting. |
| topic | TK1-9971 Electrical engineering. Electronics. Nuclear engineering |
| url | http://eprints.usm.my/15568/ http://eprints.usm.my/15568/1/Performance_Comparison_between_HMLP%2C_MLP_and_Recurrent_Networks_with_Applications_to_Carbon_Monoxide_Concentrations_Forecasting_JULY_2005.pdf |