Process mining techniques and applications–A systematic map** 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
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
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
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 …
Automated digital twin generation of manufacturing systems with complex material flows: graph model completion
Industry 4.0 determined the emergence of technologies that enable data-driven production
planning and control approaches. A digital model can be used to make decisions based on …
planning and control approaches. A digital model can be used to make decisions based on …
Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization
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 …