The characterization of genomic sites is a major challenge in the understanding and exploitation of next generation sequencing data. Most genomic sites are represented by short, degenerated motifs with a scattered distribution and sometimes with biological function (ex: regulation of gene expression, splicing patterns or epigenetics signals). These motifs are associated with a huge amount of noise and thus, the development of a computational platform for accurate detection of genomic sites...