Publications

Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, and Wil M.P. van der Aalst (2021). Performance-Preserving Event Log Sampling for Predictive Monitoring. International Workshop on Leveraging Machine Learning in Process Mining (ML4PM), Accepted.

Gyunam Park, Wil M.P. van der Aalst (2021). Realizing A Digital Twin of An Organization Using Action-oriented Process Mining. 2021 International Conference on Process Mining (ICPM), Accepted.

Alessandro Berti, Gyunam Park, Majid Raﬁei, and Wil van der Aalst (2021). An Event Data Extraction Approach from SAP ERP for Process Mining. 6th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI), Accepted.

Minsu Cho, Gyunam Park, Minseok Song, Jinyoun Lee, Byeongeon Lee, Euiseok Kum (2021). Discovery of Resource-Oriented Transition Systems for Yield Enhancement in Semiconductor Manufacturing. IEEE Transactions on Semiconductor Manufacturing.

Gyunam Park, Wil M.P. van der Aalst (2021). Towards Reliable Business Process Simulation: A Framework to Integrate ERP Systems. International Conference on Business Process Modeling, Development and Support.

Anahita Farhang Ghahfarokhi, Gyunam Park, Alessandro Berti, Wil M.P. van der Aalst (2021). OCEL: A Standard for Object-Centric Event Logs. European Conference on Advances in Databases and Information Systems.

Minsu Cho, Gyunam Park, Minseok Song, Jinyoun Lee, Euiseok Kum (2021). Quality-Aware Resource Model Discovery. Applied Sciences.

Gyunam Park, Wil M.P. van der Aalst (2021). A General Framework for Action-Oriented Process Mining. 2020 International Conference on Business Process Management.

Sven Weinzierl, Sandra Zilker, Matthias Stierle, Gyunam Park, Martin Matzner (2020). From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events. 14th Internationale Tagung Wirtschaftsinformatik.

Gyunam Park, Minseok Song (2020). Predicting performances in business processes using deep neural networks. Decision Support Systems.

Gyunam Park, Minseok Song (2019). Prediction-based Resource Allocation using LSTM and Minimum Cost and Maximum Flow Algorithm. 2019 International Conference on Process Mining.