65 citations · 169 across the 18 of their papers we have counts for
4 papers · 1 filter
Bootstrapping Generalization of Process Models Discovered From Event Data
Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos
Process mining extracts value from the traces recorded in the event logs of IT-systems, with process discovery the task of inferring a process model for a log emitted by some unkno…
Discovering executable routine specifications from user interaction logs
Volodymyr Leno, Adriano Augusto, Marlon Dumas +3
Robotic Process Automation (RPA) is a technology to automate routine work such as copying data across applications or filling in document templates using data from multiple applica…
Automated Repair of Process Models with Non-Local Constraints Using State-Based Region Theory
Anna Kalenkova, Josep Carmona, Artem Polyvyanyy +1
State-of-the-art process discovery methods construct free-choice process models from event logs. Consequently, the constructed models do not take into account indirect dependencies…
Process Model Forecasting Using Time Series Analysis of Event Sequence Data
Johannes De Smedt, Anton Yeshchenko, Artem Polyvyanyy +2
Process analytics is an umbrella of data-driven techniques which includes making predictions for individual process instances or overall process models. At the instance level, vari…