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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), (week 4), (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
Week 4: Declarative Models and Mining
Week 5: Auditing and Conformance Checking
Week 6: Operational Support and Declare Monitoring
Week 7: Operational Support and Recommendations
Week 8: Assignment