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Automated discovery of process models from event logs: Review and benchmark
Process mining allows analysts to exploit logs of historical executions of business processes
to extract insights regarding the actual performance of these processes. One of the most …
to extract insights regarding the actual performance of these processes. One of the most …
[KÖNYV][B] Fundamentals of business process management
Business processes represent a core asset of corporations. They have direct impact on the
attractiveness of products and services as perceived by the market. They determine tasks …
attractiveness of products and services as perceived by the market. They determine tasks …
[HTML][HTML] Embedding process mining into financial statement audits
M Werner, M Wiese, A Maas - International Journal of Accounting …, 2021 - Elsevier
The audit of financial statements is a complex and highly specialized process. Digitalization
and the increasing automation of transaction processing create new challenges for auditors …
and the increasing automation of transaction processing create new challenges for auditors …
A systematic literature review on the application of process mining to Industry 4.0
The transition to Industry 4.0 means a new era in manufacturing with a new level of
production automation, human-to-machine cooperation and product customization. It …
production automation, human-to-machine cooperation and product customization. It …
Split miner: automated discovery of accurate and simple business process models from event logs
The problem of automated discovery of process models from event logs has been
intensively researched in the past two decades. Despite a rich field of proposals, state-of-the …
intensively researched in the past two decades. Despite a rich field of proposals, state-of-the …
[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 …
Directly follows-based process mining: Exploration & a case study
SJJ Leemans, E Poppe… - … Conference on Process …, 2019 - ieeexplore.ieee.org
Many organisations now seek to analyse and improve their processes using event logs from
various IT systems supporting their operations. Process mining aims to obtain insights from …
various IT systems supporting their operations. Process mining aims to obtain insights from …
[HTML][HTML] Discovering business process simulation models in the presence of multitasking and availability constraints
Business process simulation is a versatile technique for quantitative analysis of business
processes. A well-known limitation of process simulation is that the accuracy of the …
processes. A well-known limitation of process simulation is that the accuracy of the …
Cross-department collaborative healthcare process model discovery from event logs
Healthcare plays an increasingly essential role in our daily life. Modern Hospital Information
Systems (HISs) record and store detailed medical treatment process information for all …
Systems (HISs) record and store detailed medical treatment process information for all …
Learning accurate business process simulation models from event logs via automated process discovery and deep learning
Business process simulation is a well-known approach to estimate the impact of changes to
a process with respect to time and cost measures–a practice known as what-if process …
a process with respect to time and cost measures–a practice known as what-if process …
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