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Jan Niklas Adams
Jan Niklas Adams
PhD Student, Process and Data Science, Computer Science, RWTH Aachen University
Bestätigte E-Mail-Adresse bei pads.rwth-aachen.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Precision and Fitness in Object-Centric Process Mining
JN Adams, WMP Van Der Aalst
ICPM, 128-135, 2021
312021
A Framework for Explainable Concept Drift Detection in Process Mining
JN Adams, SJ van Zelst, L Quack, K Hausmann, WMP van der Aalst, ...
BPM, 400-416, 2021
302021
A Framework for Extracting and Encoding Features from Object-Centric Event Data
JN Adams, G Park, S Levich, D Schuster, WMP van der Aalst
ICSOC, 36-53, 2022
262022
Defining Cases and Variants for Object-Centric Event Data
JN Adams, D Schuster, S Schmitz, G Schuh, WMP van der Aalst
ICPM, 128-135, 2022
212022
OPerA: Object-Centric Performance Analysis
G Park, JN Adams, WMP van der Aalst
ER, 281-292, 2022
192022
Explainable concept drift in process mining
JN Adams, SJ van Zelst, T Rose, WMP van der Aalst
Information Systems 114, 102177, 2023
182023
OCπ: Object-Centric Process Insights
JN Adams, WMP van der Aalst
Petri Nets, 139-150, 2022
162022
ocpa: A Python library for object-centric process analysis
JN Adams, G Park, WMP van der Aalst
Software Impacts 14, 100438, 2022
132022
Object-Centric Alignments
L Liss, JN Adams, WMP van der Aalst
ER, 201–219, 2023
52023
Addressing Convergence, Divergence, and Deficiency Issues
JN Adams, WMP van der Aalst
International Conference on Business Process Management, 496-507, 2023
32023
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
22024
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
22023
An Experimental Evaluation of Process Concept Drift Detection
JN Adams, C Pitsch, T Brockhoff, WMP van der Aalst
PVLDB 16 (8), 1856-1869, 2023
22023
Discovering High-Quality Process Models Despite Data Scarcity
JN Adams, J Peeperkorn, T Brockhoff, I Terrier, H Göhner, MS Uysal, ...
arXiv preprint arXiv:2310.11332, 2023
12023
Critical appraisal of machine learning prognostic models for acute pancreatitis: protocol for a systematic review
A Hassan, B Critelli, I Lahooti, A Lahooti, N Matzko, JN Adams, L Liss, ...
Diagnostic and Prognostic Research 8 (1), 6, 2024
2024
Improving Predictive Process Monitoring Using Object-Centric Process Mining
JN Adams, H Drescher, A Swoboda, N Günnemann, G Park, ...
ECIS, 2024
2024
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