This book constitutes revised selected papers from the workshops Nemesis, UrbReas, SoGood, IWAISe, and Green Data Mining, held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018.

The 20 papers presented in this volume were carefully reviewed and selected from a total of 32 submissions.

The workshops included are:

Nemesis 2018: First Workshop on Recent Advances in Adversarial Machine Learning

UrbReas 2018: First International Workshop on Urban Reasoning from Complex Challenges in Cities

SoGood 2018: Third Workshop on Data Science for Social Good

IWAISe 2018: Second International Workshop on Artificial Intelligence in Security

Green Data Mining 2018: First International Workshop on Energy Efficient Data Mining and Knowledge Discovery