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 …
Conformance checking based on multi-perspective declarative process models
Process mining is a family of techniques that aim at analyzing business process execution
data recorded in event logs. Conformance checking is a branch of this discipline embracing …
data recorded in event logs. Conformance checking is a branch of this discipline embracing …
Declarative process mining in healthcare
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 …
insights. However, there may be good reasons to deviate from such guidelines or the …
Aligning event logs and declarative process models for conformance checking
Process mining can be seen as the “missing link” between data mining and business
process management. Although nowadays, in the context of process mining, process …
process management. Although nowadays, in the context of process mining, 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 …
plenty of organisational data is available in the typical organisation. Process mining aims to …
An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data
Process mining can be seen as the “missing link” between data mining and business
process management. The lion's share of process mining research has been devoted to the …
process management. The lion's share of process mining research has been devoted to the …
Declarative modeling–an academic dream or the future for BPM?
Declarative modeling has attracted much attention over the last years, resulting in the
development of several academic declarative modeling techniques and tools. The absence …
development of several academic declarative modeling techniques and tools. The absence …
From natural language to workflows: Towards emergent intelligence in robotic process automation
RPA technologies allow the automation of repeated processes through indirect or direct
instruction from the end-user. While declarative authoring techniques provide a powerful tool …
instruction from the end-user. While declarative authoring techniques provide a powerful tool …
Rule mining with RuM
Declarative process modeling languages are especially suitable to model loosely-
structured, unpredictable business processes. One of the most prominent of these …
structured, unpredictable business processes. One of the most prominent of these …
On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment
One major task in business process management is that of aligning real process execution
traces to a process model by (minimally) introducing and eliminating steps. Here, we look at …
traces to a process model by (minimally) introducing and eliminating steps. Here, we look at …