The scholarship aims at exploring synergies between AI techniques (both logic-based and machine learning based) and Process Mining tasks such as discovery, compliance checking, prediction, and recommendation. Special emphasis is placed on the identification of challenges posed by low quality, unbalanced, privacy protected, or scarce/missing data which may affect machine learning based solutions.