These slides are to a large part based on Wil van der Aalst’s slides from the Process Mining book from processmining.org/book/start. They also contain contributions from Joos Buijs (week 2), Fabrizio M. Maggi (week 4), Arya Adriansyah (week 5), and my own slides (weeks 4 and 5).
Week 1: Introduction, Petri Nets, and the Alpha Algorithm
Week 2: Quality Measures and a Genetic Miner
Slides on exercises for that week (thanks to Joos for making the Evolutionary Tree Miner package available just in time for the lecture):
Week 3: Representational Bias, Transition Systems, and Causal Nets
Exercises:
Assignment:
Week 4: Declarative Models and Mining
Exercises:
Week 5: Auditing and Conformance Checking
Exercises:
Week 6: Operational Support and Declare Monitoring
Exercises:
Week 7: Operational Support and Recommendations
Exercises:
Week 8: Assignment
Exercises: