Neural Networks -- Neural Networks Desing Considerations -- Methods for Optimal Network Desing -- Data Modelling Considerations -- Testing Strategies and Metrics -- Equity Applications -- Modelling Stock Returns in the Framework of APT: A Comparative Study with Regression Models -- Testing the Efficient Markets Hypothesis with Gradient Descent Algorithms -- Neural Networks as an Alternative Stock Market Model -- Tracking the Amsterdam Stock Index Using Neural Networks -- Foreign Exchance Applications -- Foreign Exchance Markets -- Nonlinear Modelling of the DEM/USD -- Managing Exchange-Rate Prediction Strategies with Neural Networks -- Financial Market Applications of Learning from Hints -- Machining Learning for Foreign Exchange Trading -- Bond Applications -- Criteria for Performance in Gilt Futures Pricing -- Architecture Selection Strategies for Neural Networks: Application to Corporate Bond Rating Prediction -- Bond rating with Neural Network -- Macroeconomic and Corporate Performance -- Bankruptcy Prediction: A Comparision with Discriminant Analysis -- Predicting Corporate Mergers -- Self-organizing Neural Networks: The Financial State of Spanish companies --
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