Scholar
Martin Atzmueller
Google Scholar ID: PSxBcWwAAAAJ
Professor - Osnabrück University & Scientific Director - German Research Center for AI (DFKI)
Citations & Impact
Citations
2,655
H-index
23
i10-index
62
Publications
20
Co-authors
151
list available
Publications
Resume (English only)
Academic Achievements
- Published several papers, including: 'Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic Data' (International Journal of Data Science and Analytics, 2022); 'A Computational Framework for Modeling Complex Sensor Network Data using Graph Signal Processing and Graph Neural Networks in Structural Health Monitoring' (Applied Network Science, 2021).
Research Experience
- Full Professor (W3, tenured) at Osnabrück University, heading the Semantic Information Systems research group, and Scientific Director at the German Research Center for Artificial Intelligence (DFKI), leading the Cooperative and Autonomous Systems department. Also, founding spokesperson of the Joint Lab on Artificial Intelligence and Data Science and a member of the Research Center Data Science at Osnabrück University. Previously, held positions as Associate Professor at Tilburg University and Visiting Professor at Université Sorbonne Paris Nord.
Education
- Earned his Ph.D. (Dr. rer. nat.) in Computer Science from the University of Würzburg in 2006; received his habilitation (Dr. habil.) in 2013 at the University of Kassel.
Background
- Research interests include Artificial Intelligence (AI), Data Science, and Integrative AI Systems, particularly complex data, explainable AI, interpretability, machine perception, and semantic modeling. A major focus lies on machine learning and analysis of complex (sensor) data such as images, graphs, networks, and temporal data.
