Artificial Intelligence Applied to Sustainable Fund Forecasting
Author:   Fabiano Pedroso ,  Irene Zaparolli
Publisher:   Our Knowledge Publishing
ISBN:  

9786208975012


Pages:   56
Publication Date:   18 June 2025
Format:   Paperback
Availability:   Available To Order   Availability explained
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Artificial Intelligence Applied to Sustainable Fund Forecasting


Overview

This study develops a model for forecasting financial series, focusing on the Corporate Sustainability Index (ISE B3) and the ISUS11 fund, using Artificial Intelligence and Machine Learning techniques. The research combines the Kalman filter and the Bi-LSTM neural network using ensemble methods, with the aim of capturing the complexity and volatility of the financial markets. Model 3, which combines both, showed the best performance, with 90% accuracy in estimating tops and valleys. The combination of models proved to be effective in improving the accuracy and robustness of forecasts, highlighting the importance of hybrid approaches.

Full Product Details

Author:   Fabiano Pedroso ,  Irene Zaparolli
Publisher:   Our Knowledge Publishing
Imprint:   Our Knowledge Publishing
Dimensions:   Width: 15.20cm , Height: 0.30cm , Length: 22.90cm
Weight:   0.086kg
ISBN:  

9786208975012


ISBN 10:   6208975018
Pages:   56
Publication Date:   18 June 2025
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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