Showing 1–20 of 20 results
/ Date/ Name
Aug 22, 2025LLMs that Understand Processes: Instruction-tuning for Semantics-Aware Process MiningMay 28, 2025A Divide-and-Conquer Approach for Modeling Arrival Times in Business Process SimulationApr 29, 2025On the Potential of Large Language Models to Solve Semantics-Aware Process Mining TasksMar 24, 2025What is Business Process Automation Anyway?Oct 2, 2024Assisted Data Annotation for Business Process Information Extraction from Textual DocumentsAug 16, 2024AgentSimulator: An Agent-based Approach for Data-driven Business Process SimulationJul 26, 2024A Universal Prompting Strategy for Extracting Process Model Information from Natural Language Text using Large Language ModelsJul 2, 2024Mining Constraints from Reference Process Models for Detecting Best-Practice Violations in Event LogsJul 2, 2024Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining TasksApr 9, 2024PGTNet: A Process Graph Transformer Network for Remaining Time Prediction of Business Process InstancesSep 25, 2023From OCEL to DOCEL -- Datasets and Automated TransformationSep 2, 2023Large Process Models: A Vision for Business Process Management in the Age of Generative AIMar 9, 2022PET: An Annotated Dataset for Process Extraction from Natural Language TextDec 3, 2021GECCO: Constraint-driven Abstraction of Low-level Event LogsOct 7, 2021Process Extraction from Text: Benchmarking the State of the Art and Paving the Way for Future ChallengesSep 17, 2021SaCoFa: Semantics-aware Control-flow Anonymization for Process MiningJul 14, 2021A Distance Measure for Privacy-preserving Process Mining based on Feature LearningMar 6, 2021Extracting Semantic Process Information from the Natural Language in Event LogsJul 5, 2020Partial Order Resolution of Event Logs for Process Conformance CheckingJun 23, 2020PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information