Jan Niklas Adams

According to our database, Jan Niklas Adams authored at least 19 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

OCEL (Object-Centric Event Log) 2.0 Specification.

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

CoRR, 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

Proceedings of the 32nd European Conference on Information Systems, 2024

Conformance Checking and Performance Analysis Using Object-Centric Directly-Follows Graphs.

Gyunam Park, Jan Niklas Adams, Wil M. P. van der Aalst

Proceedings of the Business Process Management Forum, 2024

TOTeM: Temporal Object Type Model for Object-Centric Process Mining.

Lukas Liss, Jan Niklas Adams, Wil M. P. van der Aalst

Proceedings of the Business Process Management Forum, 2024

Super Variants.

Jan Niklas Adams, Emilie Hastrup-Kiil, Gyunam Park, Wil M. P. van der Aalst

Proceedings of the Business Process Management - 22nd International Conference, 2024

2023

Explainable concept drift in process mining.

Jan Niklas Adams, Sebastiaan J. van Zelst, Thomas Rose, Wil M. P. van der Aalst

Inf. Syst., March, 2023

An Experimental Evaluation of Process Concept Drift Detection.

Jan Niklas Adams, Cameron Pitsch, Tobias Brockhoff, Wil M. P. van der Aalst

Proc. VLDB Endow., 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

OCEL 2.0 Resources - www.ocel-standard.org.

István Koren, Jan Niklas Adams, Alessandro Berti, Wil M. P. van der Aalst

Proceedings of the Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023), 2023

Object-Centric Alignments.

Lukas Liss, Jan Niklas Adams, Wil M. P. van der Aalst

Proceedings of the Conceptual Modeling - 42nd International Conference, 2023

Discovering high-quality process models despite data scarcity.

Jan Niklas Adams, Jari Peeperkorn, Tobias Brockhoff, Isabelle Terrier, Heiko Göhner, Merih Seran Uysal, Seppe vanden Broucke, Jochen De Weerdt, Wil M. P. van der Aalst

Proceedings of the Companion Proceedings of the 42nd International Conference on Conceptual Modeling: ER Forum, 2023

Addressing Convergence, Divergence, and Deficiency Issues.

Jan Niklas Adams, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops, 2023

2022

ocpa: A Python library for object-centric process analysis.

Jan Niklas Adams, Gyunam Park, Wil M. P. van der Aalst

Softw. Impacts, December, 2022

A Framework for Extracting and Encoding Features from Object-Centric Event Data.

Jan Niklas Adams, Gyunam Park, Sergej Levich, Daniel Schuster, Wil M. P. van der Aalst

Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

Defining Cases and Variants for Object-Centric Event Data.

Jan Niklas Adams, Daniel Schuster, Seth Schmitz, Günther Schuh, Wil M. P. van der Aalst

Proceedings of the 4th International Conference on Process Mining, 2022

OPerA: Object-Centric Performance Analysis.

Gyunam Park, Jan Niklas Adams, Wil M. P. van der Aalst

Proceedings of the Conceptual Modeling - 41st International Conference, 2022

OCπ: Object-Centric Process Insights.

Jan Niklas Adams, Wil M. P. van der Aalst

Proceedings of the Application and Theory of Petri Nets and Concurrency, 2022

2021

Precision and Fitness in Object-Centric Process Mining.

Jan Niklas Adams, Wil M. P. van der Aalst

Proceedings of the 3rd International Conference on Process Mining, 2021

A Framework for Explainable Concept Drift Detection in Process Mining.

Jan Niklas Adams, Sebastiaan J. van Zelst, Lara Quack, Kathrin Hausmann, Wil M. P. van der Aalst, Thomas Rose

Proceedings of the Business Process Management - 19th International Conference, 2021