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ADMU Mathematicians Develop AI Tools to Predict Market Interest Rates

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Artificial Intelligence,Interest Rates,Forecasting

Researchers from Ateneo de Manila University have created AI tools to forecast market interest rates, essential for business and government decision-making. They tested Multilayer Perceptrons and Vanilla Generative Adversarial Networks for more accurate predictions.

Mathematicians from the Ateneo de Manila University (ADMU) have developed tools using artificial intelligence (AI) to predict market interest rates, which are crucial for decision-making in business and government. The study 'Deep Learning Approaches in Interest Rate Forecasting' by Halle Megan L. Bata, Mark Jayson A. Victoria, Wynnona Chezska B. Alvarez, Elvira De Lara-Tuprio, and Armin Paul D. Allado explains that interest rates play a significant role in investment and policy decisions.

The researchers tested two learning models: Multilayer Perceptrons (MLP) and Vanilla Generative Adversarial Network (VGAN). MLP is used for image recognition and machine translation due to its ability to identify complex patterns, while VGAN involves two networks that work in opposition to refine and improve the analysis

 

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Philippine Mathematicians Develop AI Tools for Predicting Money Market Interest RatesMathematicians from Ateneo de Manila University have developed artificial intelligence (AI) deep learning tools that can predict money market interest rates, aiding business and government decision-making. The research was published in the journal AIP Conference Proceedings on Nov. 15, 2024.
Fonte: MlaStandard - 🏆 20. / 55 Consulte Mais informação »