ACM Conference on Bioinformatics, Computational Biology and Biomedicine (ACM BCB) is the main flagship conference of the newly formed ACM SIG Bioinformatics. We welcome papers that report new algorithms or novel computational approaches broadly in Bioinformatics, Computational Biology and Biomedicine. In addition to the emphasis on the novelty of computational techniques, we also encourage papers that report novel biological discovery through non-trivial data mining process by using existing computational techniques.