Sledovat
Gyunam Park
Gyunam Park
PADS (chair of Process and Data Science), Computer Science, RWTH-Aachen University
E-mailová adresa ověřena na: pads.rwth-aachen.de - Domovská stránka
Název
Citace
Citace
Rok
OCEL: A Standard for Object-Centric Event Logs
AF Ghahfarokhi, G Park, A Berti, WMP van der Aalst
European Conference on Advances in Databases and Information Systems, 169-175, 2021
1252021
Predicting performances in business processes using deep neural networks
G Park, M Song
Decision Support Systems 129, 113191, 2020
762020
Prediction-based Resource Allocation using LSTM and minimum cost and maximum flow algorithm
G Park, M Song
2019 International Conference on Process Mining (ICPM), 121-128, 2019
602019
Realizing A Digital Twin of An Organization Using Action-oriented Process Mining
G Park, WMP Van Der Aalst
2021 3rd International Conference on Process Mining (ICPM), 104-111, 2021
472021
An Event Data Extraction Approach from SAP ERP for Process Mining
A Berti, G Park, M Rafiei, WMP van der Aalst
International Conference on Process Mining, 255-267, 2022
322022
A framework for extracting and encoding features from object-centric event data
JN Adams, G Park, S Levich, D Schuster, WMP van der Aalst
International Conference on Service-Oriented Computing, 36-53, 2022
312022
OPerA: Object-Centric Performance Analysis
G Park, JN Adams, WMP van der Aalst
International Conference on Conceptual Modeling, 281-292, 2022
252022
A General Framework for Action-Oriented Process Mining
G Park, WMP van der Aalst
International Conference on Business Process Management, 206-218, 2020
242020
Action-oriented process mining: bridging the gap between insights and actions
G Park, WMP van der Aalst
Progress in Artificial Intelligence, 1-22, 2022
232022
From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events.
S Weinzierl, S Zilker, M Stierle, M Matzner, G Park
Wirtschaftsinformatik (Zentrale Tracks), 364-368, 2020
212020
ocpa: A Python library for object-centric process analysis
JN Adams, G Park, WMP van der Aalst
Software Impacts 14, 100438, 2022
192022
Ocel standard
AF Ghahfarokhi, G Park, A Berti, W van der Aalst
Process and Data Science Group, RWTH Aachen University, techreport 1, 2020
192020
OCEL (Object-Centric Event Log) 2.0 Specification
A Berti, I Koren, JN Adams, G Park, B Knopp, N Graves, M Rafiei, L Liß, ...
arXiv preprint arXiv:2403.01975, 2024
152024
Discovery of Resource-Oriented Transition Systems for Yield Enhancement in Semiconductor Manufacturing
M Cho, G Park, M Song, J Lee, B Lee, E Kum
IEEE Transactions on Semiconductor Manufacturing 34 (1), 17-24, 2020
152020
A generic approach to extract object-centric event data from databases supporting SAP ERP
A Berti, G Park, M Rafiei, WMP van der Aalst
Journal of Intelligent Information Systems 61 (3), 835-857, 2023
142023
Monitoring constraints in business processes using object-centric constraint graphs
G Park, WMP van der Aalst
Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano …, 2023
142023
Towards Reliable Business Process Simulation: A Framework to Integrate ERP Systems
G Park, WMP van der Aalst
Enterprise, Business-Process and Information Systems Modeling, 112-127, 2021
122021
Performance-preserving event log sampling for predictive monitoring
M Fani Sani, M Vazifehdoostirani, G Park, M Pegoraro, SJ van Zelst, ...
Journal of Intelligent Information Systems 61 (1), 53-82, 2023
112023
Preserving complex object-centric graph structures to improve machine learning tasks in process mining
JN Adams, G Park, WMP van der Aalst
Engineering Applications of Artificial Intelligence 125, 106764, 2023
92023
Analyzing interconnected processes: using object-centric process mining to analyze procurement processes
A Berti, U Jessen, G Park, M Rafiei, WMP van der Aalst
International Journal of Data Science and Analytics, 1-23, 2023
92023
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Články 1–20