Process mining techniques and applications–A systematic mapping study
C dos Santos Garcia, A Meincheim, ERF Junior… - Expert Systems with …, 2019 - Elsevier
Process mining is a growing and promising study area focused on understanding processes
and to help capture the more significant findings during real execution rather than, those …
and to help capture the more significant findings during real execution rather than, those …
Business process management: a comprehensive survey
WMP Van der Aalst - International Scholarly Research Notices, 2013 - Wiley Online Library
Business Process Management (BPM) research resulted in a plethora of methods,
techniques, and tools to support the design, enactment, management, and analysis of …
techniques, and tools to support the design, enactment, management, and analysis of …
Conformance checking
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 …
some abstract representation, driven by the purpose of the model. As such, models …
Automated manufacturing system discovery and digital twin generation
G Lugaresi, A Matta - Journal of Manufacturing Systems, 2021 - Elsevier
The latest developments in industry involved the deployment of digital twins for both long
and short term decision making, such as supply chain management, production planning …
and short term decision making, such as supply chain management, production planning …
Time prediction based on process mining
WMP Van der Aalst, MH Schonenberg, M Song - Information systems, 2011 - Elsevier
Process mining allows for the automated discovery of process models from event logs.
These models provide insights and enable various types of model-based analysis. This …
These models provide insights and enable various types of model-based analysis. This …
Concurrency and objects matter! Disentangling the fabric of real operational processes to create digital twins
WMP van der Aalst - Theoretical Aspects of Computing–ICTAC 2021: 18th …, 2021 - Springer
Process mining dramatically changed the way we look at process models and operational
processes. Even seemingly simple processes like Purchase-to-Pay (P2P) and Order-to …
processes. Even seemingly simple processes like Purchase-to-Pay (P2P) and Order-to …
[HTML][HTML] Automated discovery of business process simulation models from event logs
Business process simulation is a versatile technique to estimate the performance of a
process under multiple scenarios. This, in turn, allows analysts to compare alternative …
process under multiple scenarios. This, in turn, allows analysts to compare alternative …
Stochastic process mining: Earth movers' stochastic conformance
SJJ Leemans, WMP van der Aalst, T Brockhoff… - Information Systems, 2021 - Elsevier
Initially, process mining focused on discovering process models from event data, but in
recent years the use and importance of conformance checking has increased. Conformance …
recent years the use and importance of conformance checking has increased. Conformance …
[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 …
process execution data. During the handling of a case or process instance data about the …
Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization
J De Weerdt, A Schupp, A Vanderloock, B Baesens - Computers in Industry, 2013 - Elsevier
Most organizations have some kind of process-oriented information system that keeps track
of business events. Process Mining starts from event logs extracted from these systems in …
of business events. Process Mining starts from event logs extracted from these systems in …