News Formal

ADMU Mathematicians Develop AI Tools to Predict Market Interest Rates

  • 📰 gmanews
  • ⏱ Reading Time:
  • 17 sec. here
  • 7 min. at publisher
  • 📊 Quality Score:
  • News: 27%
  • Publisher: 68%

Technology News

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

We have summarized this news so that you can read it quickly. If you are interested in the news, you can read the full text here. Read more:

 /  🏆 11. in MY
 

Thank you for your comment. Your comment will be published after being reviewed.
Please try again later.

Malaysia Malaysia Latest News, Malaysia Malaysia Headlines

Similar News:You can also read news stories similar to this one that we have collected from other news sources.

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.
Source: MlaStandard - 🏆 20. / 55 Read more »