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cs.DB2026
Monotonicity-Guided Bottom-Up Petri Net Discovery: The SPECpp Framework
Leah Tacke genannt Unterberg, Lisa L. Mannel, Wil M. P. van der Aalst
Process discovery is one of the central challenges in process mining. Petri nets are particularly attractive because simple local constructs can express complex behavior, including…
cs.DB2025
eST Miner -- Process Discovery Based on Firing Partial Orders
Sabine Folz-Weinstein, Christian Rennert, Lisa Luise Mannel +2
Process discovery generates process models from event logs. Traditionally, an event log is defined as a multiset of traces, where each trace is a sequence of events. The total orde…
cs.DB2022
Discovering Process Models With Long-Term Dependencies While Providing Guarantees and Filtering Infrequent Behavior Patterns
Lisa Luise Mannel, Wil M. P. van der Aalst
In process discovery, the goal is to find, for a given event log, the model describing the underlying process. While process models can be represented in a variety of ways, Petri n…