One of the most important problems in modern genomics is to identify which genes are responsible for an specific phenomenon within the cell. This problem can be partially answered by comparing expression data from two sets of related experiments, for instance a set of cancerous and a set of healthy cells, and genes with similar expression level. Unfortunately, the number of genes is usually muc...