Conformance checking detects deviations in business process executions. An online detection method is needed to give immediate response to anticipate possible impacts. The …
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 …
Conformance checking (CC) techniques in process mining determine the conformity of cases, by means of their event sequences, with respect to a business process model. Online …
N Fang, X Fang, K Lu, E Asare - IEEE Access, 2021 - ieeexplore.ieee.org
Incremental mining improves the quality of process mining by analyzing the differences between event logs and a reference model to obtain valuable information to update the …
G Meroni, S Garda - International Conference on Process Mining, 2023 - Springer
Artifact-driven process monitoring is a technique that exploits the E-GSM modeling language to seamlessly monitor multi-party business processes. Despite allowing greater flexibility in …
A Bouchal, M Radgui - … Conference on Artificial Intelligence and Green …, 2023 - Springer
Process mining is a field that focuses on extracting insights from end-to-end business processes. In traditional process mining, techniques are applied using batch processing in …
G Meroni, S Garda - International Conference on Service-Oriented …, 2023 - Springer
Artifact-driven process monitoring is an effective technique to autonomously monitor business processes. Instead of requiring human operators to notify when an activity is …
This research project focusses on the development of representation learning-based techniques for business processes. More specifically, both the architectural design as well …
K Raun - ICPM Doctoral Consortium/Demo, 2021 - ceur-ws.org
Conformance checking is a subfield of process mining that deals with comparing process models to event logs. Usually, it is done in an offline fashion. With the increased connectivity …