Computational methods for characterizing novel transcription factor binding sites search for sequence patterns or motifs that appear repeatedly in genomic regions of interest. Correlation-based motif finding strategies are used to identify motifs that correlate with expression data and do not rely on promoter sequences from a pre-determined set of genes.