Global conformance checking measures using shallow representation and deep learning

J Peeperkorn, S vanden Broucke… - Engineering Applications of …, 2023 - Elsevier
Conformance checking refers to techniques that can compare normative process behavior,
typically captured by process models, and observed process behavior, usually captured in …

Graph-based token replay for online conformance checking

I Waspada, R Sarno, ES Astuti, HN Prasetyo… - IEEE …, 2022 - ieeexplore.ieee.org
Conformance checking detects deviations in business process executions. An online
detection method is needed to give immediate response to anticipate possible impacts. The …

[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 …

[HTML][HTML] Conformance checking of process event streams with constraints on data retention

R Zaman, M Hassani, BF van Dongen - Information Systems, 2023 - Elsevier
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 …

Online incremental mining based on trusted behavior interval

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 …

Mapping Artifact-Driven Monitoring Results Back to BPMN Process Diagrams

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 …

Online Process Mining: A Systematic Literature Review

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 …

Artifact-Driven Process Monitoring at Scale

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 …

Novel Conformance Checking Methods and Validation Strategies for Deep Learning in Process Mining

J Peeperkorn, J De Weerdt - 2023 - lirias.kuleuven.be
This research project focusses on the development of representation learning-based
techniques for business processes. More specifically, both the architectural design as well …

[PDF][PDF] Conformance Checking on Out-of-Order Streams

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 …