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...
| Main Author: | |
|---|---|
| Format: | Thesis |
| Published: |
2003
|
| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/722/ |
| _version_ | 1848789583608676352 |
|---|---|
| author | Abdullah, Mohd Haris Lye |
| author_facet | Abdullah, Mohd Haris Lye |
| author_sort | Abdullah, Mohd Haris Lye |
| 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 | 2025-11-14T17:59:02Z |
| format | Thesis |
| id | mmu-722 |
| institution | Multimedia University |
| institution_category | Local University |
| last_indexed | 2025-11-14T17:59:02Z |
| publishDate | 2003 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-7222010-06-29T03:31:54Z http://shdl.mmu.edu.my/722/ Stock Trend Prediction With Neural Network Techniques Abdullah, Mohd Haris Lye QA76.75-76.765 Computer software 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. 2003-12 Thesis NonPeerReviewed Abdullah, Mohd Haris Lye (2003) Stock Trend Prediction With Neural Network Techniques. Masters thesis, Multimedia University. http://myto.perpun.net.my/metoalogin/logina.php |
| spellingShingle | QA76.75-76.765 Computer software Abdullah, Mohd Haris Lye 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 | QA76.75-76.765 Computer software |
| url | http://shdl.mmu.edu.my/722/ http://shdl.mmu.edu.my/722/ |