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Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: Evaluation in Alzheimer's disease


Dec 18, 2020
Martin Dyrba, Moritz Hanzig, Slawek Altenstein, Sebastian Bader, Tommaso Ballarini, Frederic Brosseron, Katharina Buerger, Daniel Cantré, Peter Dechent, Laura Dobisch, Emrah Düzel, Michael Ewers, Klaus Fliessbach, Wenzel Glanz, John D. Haynes, Michael T. Heneka, Daniel Janowitz, Deniz Baris Keles, Ingo Kilimann, Christoph Laske, Franziska Maier, Coraline D. Metzger, Matthias H. Munk, Robert Perneczky, Oliver Peters, Lukas Preis, Josef Priller, Boris Rauchmann, Nina Roy, Klaus Scheffler, Anja Schneider, Björn H. Schott, Annika Spottke, Eike J. Spruth, Marc-André Weber, Birgit Ertl-Wagner, Michael Wagner, Jens Wiltfang, Frank Jessen, Stefan J. Teipel

* 19 pages, 9 figures/tables, source code available on GitHub 

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Lifted Filtering via Exchangeable Decomposition


May 07, 2018
Stefan Lüdtke, Max Schröder, Sebastian Bader, Kristian Kersting, Thomas Kirste


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State-Space Abstractions for Probabilistic Inference: A Systematic Review


Apr 23, 2018
Stefan Lüdtke, Max Schröder, Frank Krüger, Sebastian Bader, Thomas Kirste


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Neural-Symbolic Learning and Reasoning: A Survey and Interpretation


Nov 10, 2017
Tarek R. Besold, Artur d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro Domingos, Pascal Hitzler, Kai-Uwe Kuehnberger, Luis C. Lamb, Daniel Lowd, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha

* 58 pages, work in progress 

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Sequential Lifted Bayesian Filtering in Multiset Rewriting Systems


Aug 14, 2017
Max Schröder, Stefan Lüdtke, Sebastian Bader, Frank Krüger, Thomas Kirste

* 7 pages, 3 figures, accepted at UAI-17 Statistical Relational AI (StarAI) workshop 

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Dimensions of Neural-symbolic Integration - A Structured Survey


Nov 10, 2005
Sebastian Bader, Pascal Hitzler

* 28 pages 

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The Integration of Connectionism and First-Order Knowledge Representation and Reasoning as a Challenge for Artificial Intelligence


Aug 31, 2004
Sebastian Bader, Pascal Hitzler, Steffen Hoelldobler

* In Proceedings of INFORMATION'2004, Tokyo, Japan, to appear. 12 pages 

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