The Encyclopedia of DNA Elements (ENCODE) project has generated massive amounts of diverse, genome-wide functional genomic data with the goal of obtaining a comprehensive functional annotation of the human genome. In this talk, I will start with a gentle introduction to the diversity of ENCODE data and a brief overview of robust, statistical methods that we developed for automated detection of...