Stock Trend Prediction With Neural Network Techniques
This thesis presents a study and implementation of stock trend prediction using neural network techniques. The multilayer-perceptron (MLP) and radial basis function network (RBF) are compared with the new neural network technique, Support Vector Machine(SVM). In this study the stock trend is defined...
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| Format: | Thesis |
| Published: |
2003
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| Online Access: | http://shdl.mmu.edu.my/112/ |
| _version_ | 1848789398109290496 |
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| author | Mohd Haris Lye Abdullah, |
| author_facet | Mohd Haris Lye Abdullah, |
| author_sort | Mohd Haris Lye Abdullah, |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | This thesis presents a study and implementation of stock trend prediction using neural network techniques. The multilayer-perceptron (MLP) and radial basis function network (RBF) are compared with the new neural network technique, Support Vector Machine(SVM). In this study the stock trend is defined as the maximum excess return from the stock index closing level observed within the next 10 days ahead. |
| first_indexed | 2025-11-14T17:56:05Z |
| format | Thesis |
| id | mmu-112 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T17:56:05Z |
| publishDate | 2003 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-1122009-12-15T06:39:16Z http://shdl.mmu.edu.my/112/ Stock Trend Prediction With Neural Network Techniques Mohd Haris Lye Abdullah, QA75.5-76.95 Electronic computers. Computer science This thesis presents a study and implementation of stock trend prediction using neural network techniques. The multilayer-perceptron (MLP) and radial basis function network (RBF) are compared with the new neural network technique, Support Vector Machine(SVM). In this study the stock trend is defined as the maximum excess return from the stock index closing level observed within the next 10 days ahead. 2003 Thesis NonPeerReviewed Mohd Haris Lye Abdullah, (2003) Stock Trend Prediction With Neural Network Techniques. Masters thesis, Multimedia University. http://vlib.mmu.edu.my/diglib/login/dlusr/login.php |
| spellingShingle | QA75.5-76.95 Electronic computers. Computer science Mohd Haris Lye Abdullah, Stock Trend Prediction With Neural Network Techniques |
| title | Stock Trend Prediction With Neural Network Techniques |
| title_full | Stock Trend Prediction With Neural Network Techniques |
| title_fullStr | Stock Trend Prediction With Neural Network Techniques |
| title_full_unstemmed | Stock Trend Prediction With Neural Network Techniques |
| title_short | Stock Trend Prediction With Neural Network Techniques |
| title_sort | stock trend prediction with neural network techniques |
| topic | QA75.5-76.95 Electronic computers. Computer science |
| url | http://shdl.mmu.edu.my/112/ http://shdl.mmu.edu.my/112/ |