Lukas Malburg, M.Sc.

Contact +49 651 201 2855 (Trier)

Address (Trier) Gebäude HBehringstraße 2154296 Trier

Publications

Combining informed data-driven anomaly detection with knowledge graphs for root cause analysis in predictive maintenance
Patrick Klein; Lukas Malburg; Ralph Bergmann
In: Engineering Applications of Artificial Intelligence, Vol. 145, Page 110152, Elsevier, 2025.
Challenges in Data Quality Management for IoT-Enhanced Event Logs
Yannis Bertrand; Alexander Schultheis; Lukas Malburg; Joscha Grüger; Estefanía Serral Asensio; Ralph Bergmann
In: Research Challenges in Information Science - 19th International Conference, RCIS 2025, Proceedings. IEEE International Conference on Research Challenges in Information Science (RCIS-2025), May 20-23, Seville, Spain, Lecture Notes in Business Information Processing (LNBIP), Springer, 2025.
A Framework for Supporting the Iterative Design of CBR Applications
Guillermo Jimenez-Diaz; Mirko Lenz; Lukas Malburg; Belen Diaz-Agudo; Ralph Bergmann
In: Isabelle Bichindaritz; Beatriz Lopez (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2025), Biarritz, France, Lecture Notes in Computer Science (LNCS), Springer Nature Switzerland, Cham, 2025.

EASY
Energy-efficient analytics and control processes in the dynamic edge-cloud continuum for industrial manufacturing
The EASY project aims at the energy-efficient analysis and execution of manufacturing and control processes in the context of dynamic industrial manufacturing. In an edge-cloud continuum,…