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.7222010-06-29T03:31:54Z Stock Trend Prediction With Neural Network Techniques 2003-12 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 http://shdl.mmu.edu.my/722/ http://myto.perpun.net.my/metoalogin/logina.php masters Multimedia University Research Library |
| institution |
Multimedia University |
| collection |
MMU Institutional Repository |
| topic |
QA76.75-76.765 Computer software |
| spellingShingle |
QA76.75-76.765 Computer software Abdullah, Mohd Haris Lye 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 |
Abdullah, Mohd Haris Lye |
| author_facet |
Abdullah, Mohd Haris Lye |
| author_sort |
Abdullah, Mohd Haris Lye |
| 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_ |
1747829200911335424 |