This publication constitutes the court cases of the seventeenth foreign convention on Discovery technological know-how, DS 2015, held in banff, AB, Canada in October 2015. The sixteen lengthy and 12 brief papers presendted including four invited talks during this quantity have been rigorously reviewed and chosen from forty four submissions. 

The mix of recent advances within the improvement and research of tools for locating scienti c knowledge, coming from computing device studying, facts mining, and clever data analysis, in addition to their software in quite a few scienti c domain names, at the one hand, with the algorithmic advances in computing device studying idea, at the other hand, makes each example of this joint occasion special and attractive.

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