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Publication search results
found 170 matches
- 2024
- Joachim Sicking, Maram Akila, Maximilian Pintz, Tim Wirtz, Stefan Wrobel, Asja Fischer:
Wasserstein dropout. Mach. Learn. 113(5): 3161-3204 (2024) - 2023
- Florian Seiffarth, Tamás Horváth, Stefan Wrobel:
Maximal closed set and half-space separations in finite closure systems. Theor. Comput. Sci. 973: 114105 (2023) - Sophie Charlotte Stebner, Juri Martschin, Bahman Arian, Stefan Dietrich, Martin Feistle, Sebastian Hütter, Remi Lafarge, Robert Laue, Xinyang Li, Christopher Schulte, Daniel Spies, Ferdinand Thein, Frank Wendler, Malte Wrobel, Julian Rozo Vasquez, Michael Dölz, Sebastian Münstermann:
Monitoring the evolution of dimensional accuracy and product properties in property-controlled forming processes. CoRR abs/2305.19601 (2023) - Maximilian Poretschkin, Anna Schmitz, Maram Akila, Linara Adilova, Daniel Becker, Armin B. Cremers, Dirk Hecker, Sebastian Houben, Michael Mock, Julia Rosenzweig, Joachim Sicking, Elena Schulz, Angelika Voss, Stefan Wrobel:
Guideline for Trustworthy Artificial Intelligence - AI Assessment Catalog. CoRR abs/2307.03681 (2023) - 2022
- Anna Schmitz, Maram Akila, Dirk Hecker, Maximilian Poretschkin, Stefan Wrobel:
The why and how of trustworthy AI. Autom. 70(9): 793-804 (2022) - Natalia V. Andrienko, Gennady L. Andrienko, Linara Adilova, Stefan Wrobel, Theresa-Marie Rhyne:
Visual Analytics for Human-Centered Machine Learning. IEEE Computer Graphics and Applications 42(1): 123-133 (2022) - Till Hendrik Schulz, Tamás Horváth, Pascal Welke, Stefan Wrobel:
A generalized Weisfeiler-Lehman graph kernel. Mach. Learn. 111(7): 2601-2629 (2022) - Till Hendrik Schulz, Pascal Welke, Stefan Wrobel:
Graph Filtration Kernels. AAAI 2022: 8196-8203 - Florian Seiffarth, Tamás Horváth, Stefan Wrobel:
A Fast Heuristic for Computing Geodesic Closures in Large Networks. DS 2022: 476-490 - Florian Seiffarth, Tamás Horváth, Stefan Wrobel:
A Simple Heuristic for the Graph Tukey Depth Problem with Potential Applications to Graph Mining. LWDA 2022: 21-32 - Dirk Hecker, Angelika Voss, Stefan Wrobel:
Data Ecosystems: A New Dimension of Value Creation Using AI and Machine Learning. Designing Data Spaces 2022: 211-224 - Boris Otto, Michael ten Hompel, Stefan Wrobel:
Designing Data Spaces: The Ecosystem Approach to Competitive Advantage. Springer 2022, ISBN 978-3-030-93975-5 [contents] - Joachim Sicking, Maram Akila, Jan David Schneider, Fabian Hüger, Peter Schlicht, Tim Wirtz, Stefan Wrobel:
Tailored Uncertainty Estimation for Deep Learning Systems. CoRR abs/2204.13963 (2022) - Nathalie Paul, Tim Wirtz, Stefan Wrobel, Alexander Kister:
Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs. CoRR abs/2206.05990 (2022) - Florian Seiffarth, Tamás Horváth, Stefan Wrobel:
A Fast Heuristic for Computing Geodesic Cores in Large Networks. CoRR abs/2206.07350 (2022) - Dorina Weichert, Alexander Kister, Sebastian Houben, Gunar Ernis, Stefan Wrobel:
Robustness in Fatigue Strength Estimation. CoRR abs/2212.01136 (2022) - 2021
- Bartlomiej Lach, Tomasz Fiutowski, Stefan Koperny, Paulina Krupska-Wolas, Marek Lankosz, Agata Mendys-Frodyma, Bartosz Mindur, Krzysztof Swientek, Piotr Wiacek, Pawel M. Wróbel, Wladyslaw Dabrowski:
Application of Factorisation Methods to Analysis of Elemental Distribution Maps Acquired with a Full-Field XRF Imaging Spectrometer. Sensors 21(23): 7965 (2021) - Gennady L. Andrienko, Natalia V. Andrienko, Gabriel Anzer, Pascal Bauer, Guido Budziak, Georg Fuchs, Dirk Hecker, Hendrik Weber, Stefan Wrobel:
Constructing Spaces and Times for Tactical Analysis in Football. IEEE Trans. Vis. Comput. Graph. 27(4): 2280-2297 (2021) - Natalia V. Andrienko, Gennady L. Andrienko, Silvia Miksch, Heidrun Schumann, Stefan Wrobel:
A theoretical model for pattern discovery in visual analytics. Vis. Informatics 5(1): 23-42 (2021) - Stefan Helmke, Bernhard Goetze, Robert Scheffler, Gregor Wrobel:
Interactive, Orthogonal Hyperedge Routing in Schematic Diagrams Assisted by Layout Automatisms. Diagrams 2021: 20-27 - Eike Stadtländer, Tamás Horváth, Stefan Wrobel:
Learning Weakly Convex Sets in Metric Spaces. ECML/PKDD (2) 2021: 200-216 - Joachim Sicking, Maram Akila, Maximilian Pintz, Tim Wirtz, Asja Fischer, Stefan Wrobel:
A Novel Regression Loss for Non-Parametric Uncertainty Optimization. CoRR abs/2101.02726 (2021) - Till Hendrik Schulz, Tamás Horváth, Pascal Welke, Stefan Wrobel:
A Generalized Weisfeiler-Lehman Graph Kernel. CoRR abs/2101.08104 (2021) - Eike Stadtländer, Tamás Horváth, Stefan Wrobel:
Learning Weakly Convex Sets in Metric Spaces. CoRR abs/2105.06251 (2021) - Till Hendrik Schulz, Pascal Welke, Stefan Wrobel:
Graph Filtration Kernels. CoRR abs/2110.11862 (2021) - 2020
- Daniel Trabold, Tamás Horváth, Stefan Wrobel:
Effective approximation of parametrized closure systems over transactional data streams. Mach. Learn. 109(6): 1147-1177 (2020) - Pascal Welke, Fouad Alkhoury, Christian Bauckhage, Stefan Wrobel:
Decision Snippet Features. ICPR 2020: 4260-4267 - Pascal Welke, Florian Seiffarth, Michael Kamp, Stefan Wrobel:
HOPS: Probabilistic Subtree Mining for Small and Large Graphs. KDD 2020: 1275-1284 - Florian Seiffarth, Tamás Horváth, Stefan Wrobel:
Maximum Margin Separations in Finite Closure Systems. ECML/PKDD (1) 2020: 3-18 - Christian Bauckhage, Rafet Sifa, Stefan Wrobel:
Adiabatic Quantum Computing for Max-Sum Diversification. SDM 2020: 343-351
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