Conformance checking: a state-of-the-art literature review

S Dunzer, M Stierle, M Matzner, S Baier - Proceedings of the 11th …, 2019 - dl.acm.org
Conformance checking is a set of process mining functions that compare process instances
with a given process model. It identifies deviations between the process instances' actual …

Conformance checking

J Carmona, B van Dongen, A Solti… - … : Springer.[Google Scholar], 2018 - Springer
A model is an artefact to represent a specific concept. It maps properties of the concept into
some abstract representation, driven by the purpose of the model. As such, models …

Process mining in oncology: A literature review

AP Kurniati, O Johnson, D Hogg… - 2016 6th international …, 2016 - ieeexplore.ieee.org
Process mining, an emerging data analytics method, has been used effectively in various
healthcare contexts including oncology, the study of cancer. Cancer is a complex disease …

[PDF][PDF] Declarative Process Specifications: Reasoning, Discovery, Monitoring.

C Di Ciccio, M Montali - Process mining handbook, 2022 - library.oapen.org
The declarative specification of business processes is based upon the elicitation of
behavioural rules that constrain the legal executions of the process. The carry-out of the …

Declarative process mining in healthcare

M Rovani, FM Maggi, M De Leoni… - Expert Systems with …, 2015 - Elsevier
Clinical guidelines aim at improving the quality of care processes through evidence-based
insights. However, there may be good reasons to deviate from such guidelines or the …

[PDF][PDF] Multi-perspective process mining

F Mannhardt - 2018 - research.tue.nl
This thesis is about process mining: the analysis an organization's processes by using
process execution data. During the handling of a case or process instance data about the …

Large language models can accomplish business process management tasks

M Grohs, L Abb, N Elsayed, JR Rehse - International Conference on …, 2023 - Springer
Abstract Business Process Management (BPM) aims to improve organizational activities and
their outcomes by managing the underlying processes. To achieve this, it is often necessary …

CoCoMoT: conformance checking of multi-perspective processes via SMT

P Felli, A Gianola, M Montali, A Rivkin… - … Conference, BPM 2021 …, 2021 - Springer
Conformance checking is a key process mining task for comparing the expected behavior
captured in a process model and the actual behavior recorded in a log. While this problem …

[HTML][HTML] Data-aware conformance checking with SMT

P Felli, A Gianola, M Montali, A Rivkin, S Winkler - Information Systems, 2023 - Elsevier
Conformance checking is a key process mining task to confront the normative behavior
imposed by a process model with the actual behavior recorded in a log. While this problem …

Probabilistic declarative process mining

A Alman, FM Maggi, M Montali, R Peñaloza - Information Systems, 2022 - Elsevier
In a variety of application domains,(business) processes are intrinsically uncertain.
Surprisingly, only very few languages and techniques in BPM consider uncertainty as a first …