Concepedia

Jan Niklas Adams

JN

6

Publications

151

Citations

6

H-Index

2021

Active since

Affiliations

RWTH Aachen University(Current)

Fraunhofer Institute for Applied Information Technology

Jan Niklas Adams is an author at RWTH Aachen University specializing in engineering, process mining, and knowledge discovery.

Top concepts

BusinessData MiningEngineeringData ScienceProcess MiningKnowledge DiscoveryComputer ScienceMachine LearningSoftware AnalysisSoftware Engineering

Publications per year

2021–2023

6

Publications

6

Defining Cases and Variants for Object-Centric Event Data

Jan Niklas Adams, Daniel Schuster, Seth Schmitz et al. · 2022 · 36 citations

Explainable concept drift in process mining

Jan Niklas Adams, Sebastiaan J. van Zelst, Thomas Rose et al. · Information Systems · 2023 · 35 citations

Engineering, Concept Drift, Data Science +9

Precision and Fitness in Object-Centric Process Mining

Jan Niklas Adams, Wil M. P. van der Aalst · 2021 · 31 citations

Petri Net, Engineering, Machine Learning +22

ocpa: A Python library for object-centric process analysis

Jan Niklas Adams, Gyunam Park, Wil M. P. van der Aalst · Software Impacts · 2022 · 20 citations · Full text

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 · Engineering Applications of Artificial Intelligence · 2023 · 18 citations

Artificial Intelligence, Engineering, Graph Theory +11

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