In the field of process mining, the exploitation of event logs for the purpose of root cause analysis is a relatively unexplored area. This paper proposes an approach to enrich and transform process-based logs for the purpose of root cause analysis through the application of classification techniques. This approach facilitites an objective identification of the root cause(s) of various incident...