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Chapter and Conference Paper
Tiramisù: A Recipe for Visual Sensemaking of Multi-faceted Process Information
Knowledge-intensive processes represent a particularly challenging scenario for process mining. The flexibility that such processes allow constitutes a hurdle as it is hard to capture in a single model. To tac...
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Chapter and Conference Paper
Declarative Process Mining for Software Processes: The RuM Toolkit and the Declare4Py Python Library
Process mining is one of the research disciplines belonging to the field of Business Process Management (BPM). The central idea of process mining is to use real process execution logs in order to discover, mod...
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Chapter and Conference Paper
Towards a Multi-model Paradigm for Business Process Management
The design and development of information systems (IS) often requires not only software development expertise, but also a deep understanding of the multitude of business processes supported by the given IS. Su...
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Chapter and Conference Paper
Generating Event Logs from Hybrid Process Models
To carry on controlled experiments in process mining, it is necessary to generate event logs with specific characteristics. This has led to the development of log generation techniques in which a process model...
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Chapter and Conference Paper
Multi-model Monitoring Framework for Hybrid Process Specifications
So far, business process monitoring approaches have mainly focused on monitoring executions with respect to a single process model. This setting aptly captures monolithic scenarios from domains in which all po...
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Chapter and Conference Paper
RuM: Declarative Process Mining, Distilled
Flexibility is a key characteristic of numerous business process management domains. In these domains, the paths to fulfil process goals may not be fully predetermined, but can strongly depend on dynamic decis...
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Chapter and Conference Paper
Extending Temporal Business Constraints with Uncertainty
Temporal business constraints have been extensively adopted to declaratively capture the acceptable courses of execution in a business process. However, traditionally, constraints are interpreted logically in ...
