دنبال کردن
Jan Niklas Adams
Jan Niklas Adams
PhD Student, Process and Data Science, Computer Science, RWTH Aachen University
ایمیل تأیید شده در pads.rwth-aachen.de - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Precision and Fitness in Object-Centric Process Mining‏
JN Adams, WMP Van Der Aalst‏
ICPM, 128-135, 2021‏
432021
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
412021
Explainable concept drift in process mining‏
JN Adams, SJ van Zelst, T Rose, WMP van der Aalst‏
Information Systems 114, 102177, 2023‏
372023
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
362022
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
312022
OPerA: Object-Centric Performance Analysis‏
G Park, JN Adams, WMP van der Aalst‏
ER, 281-292, 2022‏
252022
OCπ: Object-Centric Process Insights‏
JN Adams, WMP van der Aalst‏
Petri Nets, 139-150, 2022‏
222022
ocpa: A Python library for object-centric process analysis‏
JN Adams, G Park, WMP van der Aalst‏
Software Impacts 14, 100438, 2022‏
192022
Object-Centric Alignments‏
L Liss, JN Adams, WMP van der Aalst‏
ER, 201–219, 2023‏
162023
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
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
An Experimental Evaluation of Process Concept Drift Detection‏
JN Adams, C Pitsch, T Brockhoff, WMP van der Aalst‏
PVLDB 16 (8), 1856-1869, 2023‏
92023
Addressing Convergence, Divergence, and Deficiency Issues‏
JN Adams, WMP van der Aalst‏
International Conference on Business Process Management, 496-507, 2023‏
62023
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
32024
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
32023
Improving Predictive Process Monitoring Using Object-Centric Process Mining‏
JN Adams, H Drescher, A Swoboda, N Günnemann, G Park, ...‏
ECIS, 2024‏
22024
Super Variants‏
JN Adams, E Hastrup-Kiil, G Park, WMP van der Aalst‏
BPM, 111-128, 2024‏
12024
Conformance Checking and Performance Analysis Using Object-Centric Directly-Follows Graphs‏
G Park, JN Adams, WMP van der Aalst‏
International Conference on Business Process Management, 179-196, 2024‏
12024
TOTeM: Temporal Object Type Model for Object-Centric Process Mining‏
L Liss, JN Adams, WMP van der Aalst‏
International Conference on Business Process Management, 107-123, 2024‏
12024
A health equity monitoring framework based on process mining‏
JN Adams, J Ziegler, M McDermott, MJ Douglas, R Eber, JW Gichoya, ...‏
PLOS Digital Health 3 (8), e0000575, 2024‏
2024
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20