3 papers
cs.AI2022
Generalization in Automated Process Discovery: A Framework based on Event Log Patterns
Daniel Reißner, Abel Armas-Cervantes, Marcello La Rosa
The importance of quality measures in process mining has increased. One of the key quality aspects, generalization, is concerned with measuring the degree of overfitting of a proce…
cs.SE2019
Scalable Alignment of Process Models and Event Logs: An Approach Based on Automata and S-Components
Daniel Reißner, Abel Armas-Cervantes, Raffaele Conforti +3
Given a model of the expected behavior of a business process and an event log recording its observed behavior, the problem of business process conformance checking is that of ident…
cs.LG2018
Discovering Process Maps from Event Streams
Volodymyr Leno, Abel Armas-Cervantes, Marlon Dumas +2
Automated process discovery is a class of process mining methods that allow analysts to extract business process models from event logs. Traditional process discovery methods extra…