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Titlebook: Business Process Management; 22nd International C Andrea Marrella,Manuel Resinas,Michael Rosemann Conference proceedings 2024 The Editor(s)

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Methodology of Uniform Contract Law be transformed into an event log, suitable for process-mining techniques. If the desktop is captured during the recording process, information about . activities is available (next to the executed activity). This information can be extracted and added to an event log, resulting in a so-called .. A
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Methodology of Uniform Contract Lawtive process constraints, however, is a computationally intensive task and, as the volume of log data increases, efficiently extracting constraint template occurrences becomes challenging. While there have been efforts to improve the performance of declarative constraint extraction, we argue that so
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Methodology of Uniform Contract Lawess instance. In the last years a plethora of deep learning architectures have been established as state-of-the-art for different prediction targets, among others the transformer architecture. The transformer architecture is equipped with a powerful attention mechanism, assigning attention scores to
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https://doi.org/10.1007/978-3-540-44462-6ther data mining fields, success hinges on data quality and availability. Existing analyses for process mining solutions lack diverse and ample data for rigorous testing, hindering insights’ generalization. To address this, we propose .enerating .vent .ata with .ntentional features, a framework prod
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https://doi.org/10.1007/978-3-540-44462-6ord user interactions with the graphical user interface of an information system during the execution of a process, encapsulating a large amount of data. However, despite the abundance of information captured in these logs, a considerable portion remains on the screen, whose structure is often inacc
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Methodology of Uniform Contract Lawmultiple process versions. To avoid mixing these versions up during analysis, various techniques have been proposed to detect concept drifts. Yet, the performance of these techniques, especially in situations when event logs involve noise or gradual drifts, is shown to be far from optimal. A possibl
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Methodology of Uniform Contract Law. An often overlooked issue is the entry barrier for conformance checking techniques. On the one hand, constraint-checking methods provide intuitive conformance diagnostics, yet require a significant manual effort and expertise from the users to elicit the corresponding constraints. On the other han
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