Prediction-based Resource Allocation using LSTM and Minimum Cost and Maximum Flow Algorithm. - Gyunam Park; Minseok Song 001 (ICPM, 2019)

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

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

Predicting performances in business processes using deep neural networks. - Gyunam Park; Minseok Song 001 (Decis. Support Syst., 2020)

OCEL: A Standard for Object-Centric Event Logs. - Anahita Farhang Ghahfarokhi; Gyunam Park; Alessandro Berti 001; Wil M. P. van der Aalst (ADBIS (Short Papers), 2021)

Towards Reliable Business Process Simulation: A Framework to Integrate ERP Systems. - Gyunam Park; Wil M. P. van der Aalst (BPMDS/EMMSAD@CAiSE, 2021)

An Event Data Extraction Approach from SAP ERP for Process Mining. - Alessandro Berti 001; Gyunam Park; Majid Rafiei; Wil M. P. van der Aalst (ICPM Workshops, 2021)

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

Event Log Sampling for Predictive Monitoring. - Mohammadreza Fani Sani; Mozhgan Vazifehdoostirani; Gyunam Park; Marco Pegoraro 001; Sebastiaan J. van Zelst; Wil M. P. van der Aalst (ICPM Workshops, 2021)

Detecting Context-Aware Deviations in Process Executions. - Gyunam Park; Janik-Vasily Benzin; Wil M. P. van der Aalst (BPM (Forum), 2022)

OPerA: Object-Centric Performance Analysis. - Gyunam Park; Jan Niklas Adams; Wil M. P. van der Aalst (ER, 2022)

Monitoring Constraints in Business Processes Using Object-Centric Constraint Graphs. - Gyunam Park; Wil M. P. van der Aalst (ICPM Workshops, 2022)

Interactive Process Identification and Selection from SAP ERP (Extended Abstract). - Julian Weber; Gyunam Park; Majid Rafiei; Wil M. P. van der Aalst (ICPM Doctoral Consortium / Demo, 2022)

A Framework for Extracting and Encoding Features from Object-Centric Event Data. - Jan Niklas Adams; Gyunam Park; Sergej Levich; Daniel Schuster 001; Wil M. P. van der Aalst (ICSOC, 2022)

Explainable Predictive Decision Mining for Operational Support. - Gyunam Park; Aaron Küsters; Mara Tews; Cameron Pitsch; Jonathan Schneider; Wil M. P. van der Aalst (ICSOC Workshops, 2022)

Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations. - Gyunam Park; Marco Comuzzi; Wil M. P. van der Aalst (RCIS, 2022)

A Scalable Database for the Storage of Object-Centric Event Logs. - Alessandro Berti 001; Anahita Farhang Ghahfarokhi; Gyunam Park; Wil M. P. van der Aalst (CoRR, 2022)

Interactive Process Identification and Selection from SAP ERP. - Julian Weber; Alessandro Berti 001; Gyunam Park; Majid Rafiei; Wil M. P. van der Aalst (CoRR, 2022)

ocpa: A Python library for object-centric process analysis. - Jan Niklas Adams; Gyunam Park; Wil M. P. van der Aalst (Softw. Impacts, 2022)

Checking Constraints for Object-Centric Process Executions. - Tian Li 006; Gyunam Park; Wil M. P. van der Aalst (ICPM Workshops, 2023)

Analyzing an After-Sales Service Process Using Object-Centric Process Mining: A Case Study. - Gyunam Park; Sevde Aydin; Cüneyt Ugur; Wil M. P. van der Aalst (ICPM Workshops, 2023)

Extracting Rules from Event Data for Study Planning. - Majid Rafiei; Duygu Bayrak; Mahsa Pourbafrani; Gyunam Park; Hayyan Helal; Gerhard Lakemeyer; Wil M. P. van der Aalst (ICPM Workshops, 2023)

Optimizing Resource Allocation Based on Predictive Process Monitoring. - Gyunam Park; Minseok Song 001 (IEEE Access, 2023)

Preventing Object-centric Discovery of Unsound Process Models for Object Interactions with Loops in Collaborative Systems: Extended Version. - Janik-Vasily Benzin; Gyunam Park; Stefanie Rinderle-Ma (CoRR, 2023)

Preserving complex object-centric graph structures to improve machine learning tasks in process mining. - Jan Niklas Adams; Gyunam Park; Wil M. P. van der Aalst (Eng. Appl. Artif. Intell., 2023)

Performance-preserving event log sampling for predictive monitoring. - Mohammadreza Fani Sani; Mozhgan Vazifehdoostirani; Gyunam Park; Marco Pegoraro 001; Sebastiaan J. van Zelst; Wil M. P. van der Aalst (J. Intell. Inf. Syst., 2023)

Pattern-based action engine: Generating process management actions using temporal patterns of process-centric problems. - Gyunam Park; Daniel Schuster 001; Wil M. P. van der Aalst (Comput. Ind., 2023)

A generic approach to extract object-centric event data from databases supporting SAP ERP. - Alessandro Berti 001; Gyunam Park; Majid Rafiei; Wil M. P. van der Aalst (J. Intell. Inf. Syst., 2023)

Super Variants. - Jan Niklas Adams; Emilie Hastrup-Kiil; Gyunam Park; Wil M. P. van der Aalst (BPM, 2024)

Conformance Checking and Performance Analysis Using Object-Centric Directly-Follows Graphs. - Gyunam Park; Jan Niklas Adams; Wil M. P. van der Aalst (BPM (Forum), 2024)

Overstock Problems in a Purchase-to-Pay Process: An Object-Centric Process Mining Case Study. - Dina Kretzschmann; Gyunam Park; Alessandro Berti 001; Wil M. P. van der Aalst (CAiSE Workshops, 2024)

Incorporating Behavioral Recommendations Mined from Event Logs into AI Planning. - Gyunam Park; Majid Rafiei; Hayyan Helal; Gerhard Lakemeyer; Wil M. P. van der Aalst (CAiSE Forum, 2024)

Improving Predictive Process Monitoring Using Object-Centric Process Mining. - Jan Niklas Adams; Hannes Drescher; Andreas Swoboda; Nikou Günnemann; Gyunam Park; Wil M. P. van der Aalst (ECIS, 2024)

OCEL (Object-Centric Event Log) 2.0 Specification. - Alessandro Berti 001; István Koren; Jan Niklas Adams; Gyunam Park; Benedikt Knopp; Nina Graves; Majid Rafiei; Lukas Liß; Leah Tacke genannt Unterberg; Yisong Zhang; Christopher T. Schwanen; Marco Pegoraro 001; et al. (CoRR, 2024)

INEXA: Interactive and Explainable Process Model Abstraction Through Object-Centric Process Mining. - Janik-Vasily Benzin; Gyunam Park; Juergen Mangler; Stefanie Rinderle-Ma (CoRR, 2024)

Leveraging machine learning for automatic topic discovery and forecasting of process mining research: A literature review. - Gyunam Park; Minsu Cho; Jiyoon Lee (Expert Syst. Appl., 2024)

Enhancing healthcare process analysis through object-centric process mining: Transforming OMOP common data models into object-centric event logs. - Gyunam Park; Yaejin Lee; Minsu Cho (J. Biomed. Informatics, 2024)

Action-oriented process mining - Gyunam Park (2024)

Unlocking learner engagement and performance: A multidimensional approach to mapping learners to learning cohorts. - Hyomin Kim; Gyunam Park; Minsu Cho (Educ. Inf. Technol., 2024)

Translating Workflow Nets into the Partially Ordered Workflow Language. - Humam Kourani; Gyunam Park; Wil M. P. van der Aalst (Petri Nets, 2025)

Unlocking Non-Block-Structured Decisions: Inductive Mining with Choice Graphs. - Humam Kourani; Gyunam Park; Wil M. P. van der Aalst (BPM, 2025)

Online Discovery of Simulation Models for Evolving Business Processes. - Francesco Vinci; Gyunam Park; Wil M. P. van der Aalst; Massimiliano de Leoni (BPM, 2025)

Synchronizing Process Model and Event Abstraction for Grounded Process Intelligence (Extended Version). - Janik-Vasily Benzin; Gyunam Park; Stefanie Rinderle-Ma (CoRR, 2025)

Online Discovery of Simulation Models for Evolving Business Processes (Extended Version). - Francesco Vinci; Gyunam Park; Wil M. P. van der Aalst; Massimiliano de Leoni (CoRR, 2025)

Analyzing interconnected processes: using object-centric process mining to analyze procurement processes. - Alessandro Berti 001; Urszula Jessen; Gyunam Park; Majid Rafiei; Wil M. P. van der Aalst (Int. J. Data Sci. Anal., 2025)