Stefan Wrobel is affiliated with the University of Bonn in Germany. Their research primarily falls within the broad domain of Computer Science, with a focus on several subfields including Artificial Intelligence, Computer Vision and Pattern Recognition, Computational Theory and Mathematics, Statistical and Nonlinear Physics, and Signal Processing.
The scientist's work covers a range of topics related to machine learning, graph theory, and data analysis. Key topics include Advanced Graph Neural Networks, Graph Theory and Algorithms, Machine Learning and Algorithms, Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning, Data Visualization and Analytics, and Topological and Geometric Data Analysis.
Frequent coauthors collaborating with Stefan Wrobel include Tamás Horváth, Maram Akila, Florian Seiffarth, Alexander Kister, and Tim Wirtz. These partnerships reflect ongoing contributions to research communities centered around machine learning and computational theory.
Publications by Stefan Wrobel have appeared in various venues, with multiple works published in arXiv (Cornell University). Other notable publication venues where their work is found include Machine Learning, at - Automatisierungstechnik, SSRN Electronic Journal, and the European Journal of Agronomy.
Examples of recent papers authored or co-authored by Stefan Wrobel are as follows:
Thomas Gärtner;Thomas Gärtner;Peter A. Flach;Stefan Wrobel
Stefan Wrobel
Tobias Scheffer;Christian Decomain;Stefan Wrobel
G. Andrienko;N. Andrienko;P. Jankowski;D. Keim
Gennady Andrienko;Natalia Andrienko;Stefan Wrobel
Tamás Horváth;Thomas Gärtner;Stefan Wrobel
Gennady Andrienko;Natalia Andrienko;Peter Bak;Daniel Keim
Dorina Weichert;Patrick Link;Anke Stoll;Stefan Rüping
Ulf Brefeld;Thomas Gärtner;Tobias Scheffer;Stefan Wrobel
Anna Monreale;Gennady Andrienko;Natalia Andrienko;Fosca Giannotti
G. Andrienko;N. Andrienko;P. Bak;D. Keim
Mark-A. Krogel;Simon Rawles;Filip Železný;Filip Železný;Peter A. Flach
Mark-A. Krogel;Stefan Wrobel
Stefan Wrobel
Gennady Andrienko;Natalia Andrienko;Christophe Hurter;Salvatore Rinzivillo
Saso Dzeroski;Luc De Raedt;Stefan Wrobel
Katharina Morik;Stefan Wrobel;Jörg-Uwe Kietz;Werner Emde
Tamás Horváth;Jan Ramon;Stefan Wrobel
Henrik Grosskreutz;Stefan Rüping;Stefan Wrobel
Stefan Wrobel
Gennady Andrienko;Natalia Andrienko;Fosca Giannotti;Anna Monreale
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Fraunhofer Institute for Intelligent Analysis and Information Systems
Publications: 117
Fraunhofer Institute for Intelligent Analysis and Information Systems
Publications: 110
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