Our paper on using machine learning to extrapolate genome-wide histone modification data across tissues, developmental stages, and species is out in BMC Genomics:

Extrapolating histone marks across developmental stages, tissues, and species: an enhancer prediction case study
http://www.biomedcentral.com/1471-2164/16/104/abstract

Check it out!