Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the random forest regression technique (and a variant called bagging regression), where the goal is to ...

As climate change produces ever more heat waves, how many homes in the U.S. lack adequate cooling? Who's most vulnerable to lethal temperatures, and exactly where do they live?

A research team has developed a powerful computational tool—the Algorithmic Root Trait (ART) extraction method—that can “see” ...

Groundwater quality in Kasganj is critically compromised. This study uses advanced machine learning to predict contamination ...

Many scientific and engineering challenges—ranging from personalized medicine to customized marketing recommendations—require an understanding of treatment effect heterogeneity. In this article, we ...

Demand forecasting remains one of the most complex challenges in retail management. As consumer behavior evolves rapidly, ...