A survey on concept drift in process mining

DMV Sato, SC De Freitas, JP Barddal… - ACM Computing …, 2021 - dl.acm.org
Concept drift in process mining (PM) is a challenge as classical methods assume processes
are in a steady-state, ie, events share the same process version. We conducted a systematic …

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 …

[HTML][HTML] Business Process Management: The evolution of a discipline

HA Reijers - Computers in Industry, 2021 - Elsevier
Abstract Business Process Management (BPM) embodies a management philosophy, which
is supported by a range of methods, techniques, and tools. Academics are continuously …

Conformance checking: foundations, milestones and challenges

J Carmona, B van Dongen, M Weidlich - Process mining handbook, 2022 - Springer
By relating observed and modelled behaviour, conformance checking unleashes the full
power of process mining. Techniques from this discipline enable the analysis of the quality …

Querying business process model repositories: A survey of current approaches and issues

J Wang, T Jin, RK Wong, L Wen - World Wide Web, 2014 - Springer
Business process management technology is becoming increasingly popular, resulting in
more and more business process models being created. Hence, there is a need for these …

Scalable process discovery and conformance checking

SJJ Leemans, D Fahland… - Software & Systems …, 2018 - Springer
Considerable amounts of data, including process events, are collected and stored by
organisations nowadays. Discovering a process model from such event data and verification …

A comparative survey of business process similarity measures

M Becker, R Laue - Computers in Industry, 2012 - Elsevier
Similarity measures for business process models have been suggested for different
purposes such as measuring compliance between reference and actual models, searching …

A context-aware recommendation system for improving manufacturing process modeling

J Wang, S Gao, Z Tang, D Tan, B Cao, J Fan - Journal of Intelligent …, 2023 - Springer
Process recommendation is an essential technique to help process modeler effectively and
efficiently model a manufacturing process from scratch. However, the current process …

Robust Process Mining with Guarantees.

SJJ Leemans - BPM (Dissertation/Demos/Industry), 2018 - Springer
Due to the omnipresence of digitally supported processes and storage facilities nowadays,
plenty of organisational data is available in the typical organisation. Process mining aims to …

Increasing recall of process model matching by improved activity label matching

C Klinkmüller, I Weber, J Mendling, H Leopold… - … Conference, BPM 2013 …, 2013 - Springer
Comparing process models and matching similar activities has recently emerged as a
research area of business process management. However, the problem is fundamentally …