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.SE2020
Efficient Conformance Checking using Approximate Alignment Computation with Tandem Repeats
Daniel Reißner, Abel Armas-Cervantes, Marcello La Rosa
Conformance checking encompasses a body of process mining techniques which aim to find and describe the differences between a process model capturing the expected process behavior…
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…