Paper Open access published in Remote Sensing on February 12, 2018. Authors: Ana I. de Castro, Jorge Torres-Sánchez, José M. Peña, Francisco M. Jiménez-Brenes ...

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 ...

Random forest (RF) methodology is a nonparametric methodology for prediction problems. A standard way to use RFs includes generating a global RF to predict all test cases of interest. In this article, ...

Machine learning algorithms have been used to predict cancer progression, identify early signs of Parkinson’s disease, and ...

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 ...

The artificial intelligence method was used to optimize an early cancer detection test to ensure high sensitivity and specificity.

We develop new modeling for personalized treatment for longitudinal studies involving high heterogeneity of treatment effects. Incorporating subjectspecific information into the treatment assignment ...