Gyunam Park - RankMe

68 papers A 5B 4Journal 38Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Compliance-Aware Predictive Process Monitoring: A Neuro-Symbolic Approach. CoRR Fabrizio De Santis, Gyunam Park, Wil M. P. van der Aalst, Francesco Zanichelli
2026	J	`jnl`	Extracting declarative constraints for process modeling from natural language descriptions with large language models. Decis. Support Syst. Gyunam Park, Julian Kofferath, Minsu Cho
2026	J	`jnl`	Hierarchical Decomposition of Separable Workflow-Nets. CoRR Humam Kourani, Gyunam Park, Wil M. P. van der Aalst
2026	J	`jnl`	Neuro-Symbolic Learning for Predictive Process Monitoring via Two-Stage Logic Tensor Networks with Rule Pruning. CoRR Fabrizio De Santis, Gyunam Park, Francesco Zanichelli
2026	J	`jnl`	Neuro-Symbolic Process Anomaly Detection. CoRR Devashish Gaikwad, Wil M. P. van der Aalst, Gyunam Park
2026	J	`jnl`	PMAx: An Agentic Framework for AI-Driven Process Mining. CoRR Anton Antonov, Humam Kourani, Alessandro Berti, Gyunam Park, Wil M. P. van der Aalst
2025	—	`conf`	Action-Oriented Process Mining: From Insights to Actions (Extended Abstract). BPM (Demos / Resources Forum) Gyunam Park
2025	J	`jnl`	Analyzing interconnected processes: using object-centric process mining to analyze procurement processes. Int. J. Data Sci. Anal. Alessandro Berti, Urszula Jessen, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
2025	—	`conf`	GOProQ: A Graphical Query Language for Object-Centric Process Analysis. ICSOC (2) Gyunam Park, Jan Niklas Adams, Daniel Schuster
2025	J	`jnl`	Online Discovery of Simulation Models for Evolving Business Processes (Extended Version). CoRR Francesco Vinci, Gyunam Park, Wil M. P. van der Aalst, Massimiliano de Leoni
2025	A	`conf`	Online Discovery of Simulation Models for Evolving Business Processes. BPM Francesco Vinci, Gyunam Park, Wil M. P. van der Aalst, Massimiliano de Leoni
2025	—	`conf`	Reliable and Configurable Process Simulations via Probabilistic White-Box Models. ICSOC (2) Francesco Vinci, Gyunam Park, Wil M. P. van der Aalst, Massimiliano de Leoni
2025	J	`jnl`	Revealing Inherent Concurrency in Event Data: A Partial Order Approach to Process Discovery. CoRR Humam Kourani, Gyunam Park, Wil M. P. van der Aalst
2025	J	`jnl`	Synchronizing Process Model and Event Abstraction for Grounded Process Intelligence (Extended Version). CoRR Janik-Vasily Benzin, Gyunam Park, Stefanie Rinderle-Ma
2025	B	`conf`	Translating Workflow Nets into the Partially Ordered Workflow Language. Petri Nets Humam Kourani, Gyunam Park, Wil M. P. van der Aalst
2025	J	`jnl`	Translating Workflow Nets into the Partially Ordered Workflow Language. CoRR Humam Kourani, Gyunam Park, Wil M. P. van der Aalst
2025	A	`conf`	Unlocking Non-Block-Structured Decisions: Inductive Mining with Choice Graphs. BPM Humam Kourani, Gyunam Park, Wil M. P. van der Aalst
2025	J	`jnl`	Unlocking Non-Block-Structured Decisions: Inductive Mining with Choice Graphs. CoRR Humam Kourani, Gyunam Park, Wil M. P. van der Aalst
2024	—	`—`	Action-oriented process mining Gyunam Park
2024	—	`conf`	Conformance Checking and Performance Analysis Using Object-Centric Directly-Follows Graphs. BPM (Forum) Gyunam Park, Jan Niklas Adams, Wil M. P. van der Aalst
2024	J	`jnl`	Enhancing healthcare process analysis through object-centric process mining: Transforming OMOP common data models into object-centric event logs. J. Biomed. Informatics Gyunam Park, Yaejin Lee, Minsu Cho
2024	J	`jnl`	INEXA: Interactive and Explainable Process Model Abstraction Through Object-Centric Process Mining. CoRR Janik-Vasily Benzin, Gyunam Park, Juergen Mangler, Stefanie Rinderle-Ma
2024	—	`conf`	Improving Predictive Process Monitoring Using Object-Centric Process Mining. ECIS Jan Niklas Adams, Hannes Drescher, Andreas Swoboda, Nikou Günnemann, Gyunam Park, Wil M. P. van der Aalst
2024	—	`conf`	Incorporating Behavioral Recommendations Mined from Event Logs into AI Planning. CAiSE Forum Gyunam Park, Majid Rafiei, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst
2024	J	`jnl`	Leveraging machine learning for automatic topic discovery and forecasting of process mining research: A literature review. Expert Syst. Appl. Gyunam Park, Minsu Cho, Jiyoon Lee
2024	J	`jnl`	OCEL (Object-Centric Event Log) 2.0 Specification. CoRR Alessandro Berti, 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, Wil M. P. van der Aalst
2024	—	`conf`	Overstock Problems in a Purchase-to-Pay Process: An Object-Centric Process Mining Case Study. CAiSE Workshops Dina Kretzschmann, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst
2024	A	`conf`	Super Variants. BPM Jan Niklas Adams, Emilie Hastrup-Kiil, Gyunam Park, Wil M. P. van der Aalst
2024	J	`jnl`	Unlocking learner engagement and performance: A multidimensional approach to mapping learners to learning cohorts. Educ. Inf. Technol. Hyomin Kim, Gyunam Park, Minsu Cho
2023	J	`jnl`	A generic approach to extract object-centric event data from databases supporting SAP ERP. J. Intell. Inf. Syst. Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
2023	J	`jnl`	Analyzing An After-Sales Service Process Using Object-Centric Process Mining: A Case Study. CoRR Gyunam Park, Sevde Aydin, Cuneyt Ugur, Wil M. P. van der Aalst
2023	—	`conf`	Analyzing an After-Sales Service Process Using Object-Centric Process Mining: A Case Study. ICPM Workshops Gyunam Park, Sevde Aydin, Cüneyt Ugur, Wil M. P. van der Aalst
2023	—	`conf`	Checking Constraints for Object-Centric Process Executions. ICPM Workshops Tian Li, Gyunam Park, Wil M. P. van der Aalst
2023	—	`conf`	Extracting Rules from Event Data for Study Planning. ICPM Workshops Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst
2023	J	`jnl`	Extracting Rules from Event Data for Study Planning. CoRR Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, Wil M. P. van der Aalst
2023	J	`jnl`	Optimizing Resource Allocation Based on Predictive Process Monitoring. IEEE Access Gyunam Park, Minseok Song
2023	J	`jnl`	Pattern-based action engine: Generating process management actions using temporal patterns of process-centric problems. Comput. Ind. Gyunam Park, Daniel Schuster, Wil M. P. van der Aalst
2023	J	`jnl`	Performance-Preserving Event Log Sampling for Predictive Monitoring. CoRR Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2023	J	`jnl`	Performance-preserving event log sampling for predictive monitoring. J. Intell. Inf. Syst. Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2023	J	`jnl`	Preserving complex object-centric graph structures to improve machine learning tasks in process mining. Eng. Appl. Artif. Intell. Jan Niklas Adams, Gyunam Park, Wil M. P. van der Aalst
2023	J	`jnl`	Preventing Object-centric Discovery of Unsound Process Models for Object Interactions with Loops in Collaborative Systems: Extended Version. CoRR Janik-Vasily Benzin, Gyunam Park, Stefanie Rinderle-Ma
2022	A	`conf`	A Framework for Extracting and Encoding Features from Object-Centric Event Data. ICSOC Jan Niklas Adams, Gyunam Park, Sergej Levich, Daniel Schuster, Wil M. P. van der Aalst
2022	J	`jnl`	A Framework for Extracting and Encoding Features from Object-Centric Event Data. CoRR Jan Niklas Adams, Gyunam Park, Sergej Levich, Daniel Schuster, Wil M. P. van der Aalst
2022	J	`jnl`	A Scalable Database for the Storage of Object-Centric Event Logs. CoRR Alessandro Berti, Anahita Farhang Ghahfarokhi, Gyunam Park, Wil M. P. van der Aalst
2022	B	`conf`	Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations. RCIS Gyunam Park, Marco Comuzzi, Wil M. P. van der Aalst
2022	J	`jnl`	Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations. CoRR Gyunam Park, Marco Comuzzi, Wil M. P. van der Aalst
2022	—	`conf`	Detecting Context-Aware Deviations in Process Executions. BPM (Forum) Gyunam Park, Janik-Vasily Benzin, Wil M. P. van der Aalst
2022	J	`jnl`	Detecting Context-Aware Deviations in Process Executions. CoRR Gyunam Park, Janik-Vasily Benzin, Wil M. P. van der Aalst
2022	J	`jnl`	Event Log Sampling for Predictive Monitoring. CoRR Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2022	—	`conf`	Explainable Predictive Decision Mining for Operational Support. ICSOC Workshops Gyunam Park, Aaron Küsters, Mara Tews, Cameron Pitsch, Jonathan Schneider, Wil M. P. van der Aalst
2022	J	`jnl`	Explainable Predictive Decision Mining for Operational Support. CoRR Gyunam Park, Aaron Küsters, Mara Tews, Cameron Pitsch, Jonathan Schneider, Wil M. P. van der Aalst
2022	—	`conf`	Interactive Process Identification and Selection from SAP ERP (Extended Abstract). ICPM Doctoral Consortium / Demo Julian Weber, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
2022	J	`jnl`	Interactive Process Identification and Selection from SAP ERP. CoRR Julian Weber, Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
2022	—	`conf`	Monitoring Constraints in Business Processes Using Object-Centric Constraint Graphs. ICPM Workshops Gyunam Park, Wil M. P. van der Aalst
2022	J	`jnl`	Monitoring Constraints in Business Processes Using Object-Centric Constraint Graphs. CoRR Gyunam Park, Wil M. P. van der Aalst
2022	A	`conf`	OPerA: Object-Centric Performance Analysis. ER Gyunam Park, Jan Niklas Adams, Wil M. P. van der Aalst
2022	J	`jnl`	OPerA: Object-Centric Performance Analysis. CoRR Gyunam Park, Jan Niklas Adams, Wil M. P. van der Aalst
2022	J	`jnl`	ocpa: A Python library for object-centric process analysis. Softw. Impacts Jan Niklas Adams, Gyunam Park, Wil M. P. van der Aalst
2021	—	`conf`	An Event Data Extraction Approach from SAP ERP for Process Mining. ICPM Workshops Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
2021	J	`jnl`	An Event Data Extraction Approach from SAP ERP for Process Mining. CoRR Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
2021	—	`conf`	Event Log Sampling for Predictive Monitoring. ICPM Workshops Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	—	`conf`	OCEL: A Standard for Object-Centric Event Logs. ADBIS (Short Papers) Anahita Farhang Ghahfarokhi, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst
2021	B	`conf`	Realizing A Digital Twin of An Organization Using Action-oriented Process Mining. ICPM Gyunam Park, Wil M. P. van der Aalst
2021	—	`conf`	Towards Reliable Business Process Simulation: A Framework to Integrate ERP Systems. BPMDS/EMMSAD@CAiSE Gyunam Park, Wil M. P. van der Aalst
2020	—	`conf`	A General Framework for Action-Oriented Process Mining. Business Process Management Workshops Gyunam Park, Wil M. P. van der Aalst
2020	—	`conf`	From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events. Wirtschaftsinformatik (Zentrale Tracks) Sven Weinzierl, Sandra Zilker, Matthias Stierle, Martin Matzner, Gyunam Park
2020	J	`jnl`	Predicting performances in business processes using deep neural networks. Decis. Support Syst. Gyunam Park, Minseok Song
2019	B	`conf`	Prediction-based Resource Allocation using LSTM and Minimum Cost and Maximum Flow Algorithm. ICPM Gyunam Park, Minseok Song