Deployment of more and more applications on the cloud and use of the Internet demand careful attention to cyber security threats. Attacks against web applications are the most frequent challenge. To ...

The Annals of Statistics, Vol. 43, No. 4 (August 2015), pp. 1716-1741 (26 pages) Random forests are a learning algorithm proposed by Breiman [Mach. Learn. 45 (2001) 5-32] that combines several ...

The rise of increasingly complex computational systems has brought about a particularly challenging problem: How to control and classify the monumental amounts of data that is created and stored every ...

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 ...