A Comparison On Neural Network Forecasting.
This study compares the effectiveness of the Box-Jenkins model and neural networks model in making a forecast. An eighteen years bimonthly water consumption in Penang data set is analyzed. Multilayer perceptron (MLP) in neural network with single hidden layer and double hidden layers using errorback...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2011
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| Subjects: | |
| Online Access: | http://eprints.usm.my/28267/ http://eprints.usm.my/28267/1/A_Comparison_On_Neural_Network_Forecasting.pdf |
| _version_ | 1848875816141717504 |
|---|---|
| author | Ong, Hong Choon Chan, Shin Yue |
| author_facet | Ong, Hong Choon Chan, Shin Yue |
| author_sort | Ong, Hong Choon |
| building | USM Institutional Repository |
| collection | Online Access |
| description | This study compares the effectiveness of the Box-Jenkins model and neural networks model in making a forecast. An eighteen years bimonthly water consumption in Penang data set is analyzed. Multilayer perceptron (MLP) in neural network with single hidden layer and double hidden layers using errorbackpropagation algorithm models are used. |
| first_indexed | 2025-11-15T16:49:40Z |
| format | Conference or Workshop Item |
| id | usm-28267 |
| institution | Universiti Sains Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T16:49:40Z |
| publishDate | 2011 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | usm-282672015-04-23T07:46:21Z http://eprints.usm.my/28267/ A Comparison On Neural Network Forecasting. Ong, Hong Choon Chan, Shin Yue QA1-939 Mathematics This study compares the effectiveness of the Box-Jenkins model and neural networks model in making a forecast. An eighteen years bimonthly water consumption in Penang data set is analyzed. Multilayer perceptron (MLP) in neural network with single hidden layer and double hidden layers using errorbackpropagation algorithm models are used. 2011 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.usm.my/28267/1/A_Comparison_On_Neural_Network_Forecasting.pdf Ong, Hong Choon and Chan, Shin Yue (2011) A Comparison On Neural Network Forecasting. In: 2011 International Conference on Circuits, System and Simulation Proc .of CSIT, 1st October 2013, IACSIT Press, Singapore. (Submitted) |
| spellingShingle | QA1-939 Mathematics Ong, Hong Choon Chan, Shin Yue A Comparison On Neural Network Forecasting. |
| title | A Comparison On Neural Network Forecasting. |
| title_full | A Comparison On Neural Network Forecasting. |
| title_fullStr | A Comparison On Neural Network Forecasting. |
| title_full_unstemmed | A Comparison On Neural Network Forecasting. |
| title_short | A Comparison On Neural Network Forecasting. |
| title_sort | comparison on neural network forecasting. |
| topic | QA1-939 Mathematics |
| url | http://eprints.usm.my/28267/ http://eprints.usm.my/28267/1/A_Comparison_On_Neural_Network_Forecasting.pdf |