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"In this project, we propose to develop new algorithms and probabilistic models for analysis of biological sequences (genomes and proteins encoded by them). We concentrate mainly on computer science aspects, striving to design efficient algorithms capable of processing large biological data sets currently available. In collaboration with molecular biologists, we will apply our techniques to severa ...