This book constitutes the refereed proceedings of the 9th Brazilian Symposium on Bioinformatics, BSB 2014, held in Belo Horizonte, Brazil, in October 2014. The 18 revised full papers presented were carefully reviewed and selected from 32 submissions. The papers cover all aspects of bioinformatics and computational biology.