Ordinary Shares, Exotic Methods: Financial Forecasting Using Data Mining Techniques
by Francis Eng-Hock Tay, Lixiang Shen, Lijuan CaoProduct Details
- ISBN-13:
- 9789812380753
- Publisher:
- World Scientific Publishing Company, Incorporated
- Publication date:
- 02/28/2003
- Pages:
- 196
- Product dimensions:
- 6.30(w) x 9.10(h) x 0.60(d)
Table of Contents
| Ch. 1 | Financial Forecasting Problem and Data Mining Techniques | 1 |
| Ch. 2 | Genetic Algorithms and Genetic Niching | 5 |
| Ch. 3 | Portfolio Selection and Optimization Using Genetic Operators | 25 |
| Ch. 4 | The Rough Sets Theory Basics and Its Applications in Economic and Financial Forecasting | 41 |
| Ch. 5 | Time Series Forecasting using Rough Sets Theory | 59 |
| Ch. 6 | A Review of Support Vector Machines in Regression Estimation | 89 |
| Ch. 7 | Application of Support Vector Machines in Financial Time Series Forecasting | 111 |
| Ch. 8 | Other Methods and Their Applications | 131 |
| References | 155 | |
| Index | 185 |
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