Different types of evidence can be combined to calculate the likelihood of any region being of a particular functional type: exon, intron, promoter, etc. Then dynamic programming methods can be used to obtain the maximum likelihood solutions as well as ranked sub-optimal solutions. The talk will also describe some new types of evidence that are being used for gene prediction by our group.