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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my-mmu-ep.1122009-12-15T06:39:16Z Stock Trend Prediction With Neural Network Techniques 2003 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 http://shdl.mmu.edu.my/112/ http://vlib.mmu.edu.my/diglib/login/dlusr/login.php masters Multimedia University Research Library |
| institution |
Multimedia University |
| collection |
MMU Institutional Repository |
| topic |
QA75.5-76.95 Electronic computers Computer science |
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QA75.5-76.95 Electronic computers Computer science Mohd Haris Lye Abdullah, Stock Trend Prediction With Neural Network Techniques |
| 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. |
| format |
Thesis |
| qualification_level |
Master's degree |
| author |
Mohd Haris Lye Abdullah, |
| author_facet |
Mohd Haris Lye Abdullah, |
| author_sort |
Mohd Haris Lye Abdullah, |
| title |
Stock Trend Prediction With Neural Network Techniques |
| title_short |
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_sort |
stock trend prediction with neural network techniques |
| granting_institution |
Multimedia University |
| granting_department |
Research Library |
| publishDate |
2003 |
| _version_ |
1747829064939339776 |