Precision and Fitness in Object-Centric Process Mining JN Adams, WMP Van Der Aalst ICPM, 128-135, 2021 | 36 | 2021 |
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 | 35 | 2021 |
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 | 27 | 2022 |
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 | 26 | 2022 |
Explainable concept drift in process mining JN Adams, SJ van Zelst, T Rose, WMP van der Aalst Information Systems 114, 102177, 2023 | 25 | 2023 |
OPerA: Object-Centric Performance Analysis G Park, JN Adams, WMP van der Aalst ER, 281-292, 2022 | 20 | 2022 |
OCπ: Object-Centric Process Insights JN Adams, WMP van der Aalst Petri Nets, 139-150, 2022 | 19 | 2022 |
ocpa: A Python library for object-centric process analysis JN Adams, G Park, WMP van der Aalst Software Impacts 14, 100438, 2022 | 15 | 2022 |
Object-Centric Alignments L Liss, JN Adams, WMP van der Aalst ER, 201–219, 2023 | 9 | 2023 |
An Experimental Evaluation of Process Concept Drift Detection JN Adams, C Pitsch, T Brockhoff, WMP van der Aalst PVLDB 16 (8), 1856-1869, 2023 | 6 | 2023 |
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 | 5 | 2024 |
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 | 3 | 2023 |
Addressing Convergence, Divergence, and Deficiency Issues JN Adams, WMP van der Aalst International Conference on Business Process Management, 496-507, 2023 | 3 | 2023 |
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 | 1 | 2023 |
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 |