A new research paper shows the approach performs significantly better than the random-walk forecasting method.
A recent study, “Picking Winners in Factorland: A Machine Learning Approach to Predicting Factor Returns,” set out to answer a critical question: Can machine learning techniques improve the prediction ...
As climate extremes intensify across Africa, the need for accurate and timely weather prediction has become increasingly ...
With legacy load forecasting models struggling with unpredictable events that are becoming ever more common, power-hungry AI ...
Machine learning is reshaping the way portfolios are built, monitored, and adjusted. Investors are no longer limited to ...
The IMF study shows that satellite data such as nighttime lights, air pollution, and vegetation health, when combined with ...
Machine learning reduces friction at every stage of a business, whether you’re coming up with new product ideas or getting the goods delivered to the client. It increases business efficiency, improves ...
AI matches daily forecasts like never before, but when it comes to heat, cold, and wind records, HRES physics rules.
Rainfall prediction has advanced rapidly with the adoption of machine learning, but most models remain optimized for overall ...
A range of national meteorological services across Europe and ECMWF have launched Anemoi, a framework for creating machine learning (ML) weather forecasting systems. Named after the Greek gods of the ...