This book constitutes the proceedings of the 17th International Conference on Discovery Science
DS 2016 held in banff AB Canada in October 2015. The 30 full papers presented together with
5 abstracts of invited talks in this volume were carefully reviewed and selected from 60
submissions.The conference focuses on following topics: Advances in the development and
analysis of methods for discovering scientific knowledge coming from machine learning data
mining and intelligent data analysis as well as their application in various scientific
domains.