3 papers
cs.FL2024
Imposing Rules in Process Discovery: an Inductive Mining Approach
Ali Norouzifar, Marcus Dees, Wil van der Aalst
Process discovery aims to discover descriptive process models from event logs. These discovered process models depict the actual execution of a process and serve as a foundational…
cs.AI2024
Bridging Domain Knowledge and Process Discovery Using Large Language Models
Ali Norouzifar, Humam Kourani, Marcus Dees +1
Discovering good process models is essential for different process analysis tasks such as conformance checking and process improvements. Automated process discovery methods often o…
cs.DB2020
A Framework for Plant Topology Extraction Using Process Mining and Alarm Data
Amir Neshastegaran, Ali Norouzifar, Iman Izadi
Industrial plants are prone to faults. To notify the operator of a fault occurrence, alarms are utilized as a basic part of modern computer-controlled plants. However, due to the i…