Constitutes the refereed proceedings of the International Workshop on Pattern Recognition in Bioinformatics, PRIB 2008, held in Melbourne, Australia, in October 2008. This book discusses the applications of pattern recognition methods in the field of bioinformatics to solve problems in life sciences.