Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones

V Bloemen, S van Zelst, W van der Aalst… - Information Systems, 2022 - Elsevier
Given a process model and an event log, conformance checking aims to relate the two
together, eg to detect discrepancies between them. For the synchronous product net of the …

Translating workflow nets to process trees: an algorithmic approach

SJ van Zelst, SJJ Leemans - Algorithms, 2020 - mdpi.com
Since their introduction, process trees have been frequently used as a process modeling
formalism in many process mining algorithms. A process tree is a (mathematical) tree-based …

[PDF][PDF] An alignment-based multi-perspective online conformance checking technique

Z Nagy, A Werner-Stark - Acta Polytechnica Hungarica, 2022 - acta.uni-obuda.hu
Conformance checking is a class of process mining techniques, which contrasts the
modeled behaviors with the observed behaviors of a process, to detect, locate and explain …

Repairing alignments of process models

SJ van Zelst, JCAM Buijs, B Vázquez-Barreiros… - Business & Information …, 2020 - Springer
Process mining represents a collection of data driven techniques that support the analysis,
understanding and improvement of business processes. A core branch of process mining is …

Cache Enhanced Split-Point-Based Alignment Calculation

T Li, SJ van Zelst - 2022 4th International Conference on …, 2022 - ieeexplore.ieee.org
The execution of (business) processes often deviates from their behavioral specification (eg,
captured in a BPMN model). Conformance checking techniques evaluate whether event …

Estimation and analysis of the quality of event log samples for process discovery

BR van Wensveen - 2020 - studenttheses.uu.nl
Background: Process discovery aims at learning a process model from event logs. With the
increasing volume of data there is quickly too much data to efficiently analyse using current …

Glocal Conformance Checking

A Burigana, A Gianola, M Montali, S Winkler - International Conference on …, 2024 - Springer
Conformance checking is a process mining task where observed process executions are
compared with the conduct prescribed by a process model. Even in the case where multiple …

Advancing decomposed conformance checking in process mining

WLJ Lee - 2020 - search.proquest.com
In the recent years, process mining has been gaining traction as a tool for analyzing and
improving processes in the industry as exemplified by companies such as Disco, Celonis …