معرفی
Lukas Malburg is a researcher at the German Research Center for Artificial Intelligence (DFKI) Trier Branch and a research assistant/postdoctoral researcher at the Department of Business Information Systems II, University of Trier, since 2019. His work focuses on integrating Artificial Intelligence with Cyber-Physical Systems and IoT for advanced Workflow and Process Management. He is particularly known for his research in Case-Based Reasoning and AI Planning.
- University of Trier - Business Information Systems II
- DFKI - German Research Center for Artificial Intelligence
Research Interests
- Case-Based Reasoning (CBR) for workflow adaptation
- AI Planning in industrial IoT contexts
- Knowledge graph integration for predictive maintenance
- Data quality challenges in IoT-enhanced systems
Publication Trends: Lukas’s recent work (2025) emphasizes AI-driven solutions for industrial systems, combining knowledge graphs with data-driven anomaly detection and addressing IoT data quality in process management. His research often leverages case-based reasoning frameworks for iterative system design.
Projects: He contributes to the EASY project, which develops energy-efficient analytics and control processes in dynamic edge-cloud continuum environments for industrial manufacturing.