↓ Skip to main content

Foreign-Exchange-Rate Forecasting with Artificial Neural Networks

Overview of attention for book
Cover of 'Foreign-Exchange-Rate Forecasting with Artificial Neural Networks'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Are Foreign Exchange Rates Predictable? — A Literature Review from Artificial Neural Networks Perspective
  3. Altmetric Badge
    Chapter 2 Basic Learning Principles of Artificial Neural Networks
  4. Altmetric Badge
    Chapter 3 Data Preparation in Neural Network Data Analysis
  5. Altmetric Badge
    Chapter 4 Forecasting Foreign Exchange Rates Using an Adaptive Back-Propagation Algorithm with Optimal Learning Rates and Momentum Factors
  6. Altmetric Badge
    Chapter 5 An Online BP Learning Algorithm with Adaptive Forgetting Factors for Foreign Exchange Rates Forecasting
  7. Altmetric Badge
    Chapter 6 An Improved BP Algorithm with Adaptive Smoothing Momentum Terms for Foreign Exchange Rates Prediction
  8. Altmetric Badge
    Chapter 7 Hybridizing BPNN and Exponential Smoothing for Foreign Exchange Rate Prediction
  9. Altmetric Badge
    Chapter 8 A Nonlinear Combined Model Hybridizing ANN and GLAR for Exchange Rates Forecasting
  10. Altmetric Badge
    Chapter 9 A Hybrid GA-Based SVM Model for Foreign Exchange Market Tendency Exploration
  11. Altmetric Badge
    Chapter 10 Forecasting Foreign Exchange Rates with a Multistage Neural Network Ensemble Model
  12. Altmetric Badge
    Chapter 11 Neural Networks Meta-Learning for Foreign Exchange Rate Ensemble Forecasting
  13. Altmetric Badge
    Chapter 12 Predicting Foreign Exchange Market Movement Direction Using a Confidence-Based Neural Network Ensemble Model
  14. Altmetric Badge
    Chapter 13 Foreign Exchange Rates Forecasting with Multiple Candidate Models: Selecting or Combining? A Further Discussion
  15. Altmetric Badge
    Chapter 14 Developing an Intelligent Forex Rolling Forecasting and Trading Decision Support System I: Conceptual Framework, Modeling Techniques and System Implementations
  16. Altmetric Badge
    Chapter 15 Developing an Intelligent Forex Rolling Forecasting and Trading Decision Support System II: An Empirical and Comprehensive Assessment
Overall attention for this book and its chapters
Altmetric Badge

Mentioned by

1 tweeter


46 Dimensions

Readers on

37 Mendeley