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An artificial neural network-based system for detecting machine failures using tiny sound data: A case study


Sep 23, 2022
Thanh Tran, Sebastian Bader, Jan Lundgren

* 8 pages, 9 figures, conference 

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Denoising Induction Motor Sounds Using an Autoencoder


Aug 08, 2022
Thanh Tran, Sebastian Bader, Jan Lundgren

* 9 pages, 10 figures, conference 

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Discovering Behavioral Predispositions in Data to Improve Human Activity Recognition


Jul 18, 2022
Maximilian Popko, Sebastian Bader, Stefan Lüdtke, Thomas Kirste

* Submitted to iWOAR 2022 - 7th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence 

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Activity Recognition in Assembly Tasks by Bayesian Filtering in Multi-Hypergraphs


Feb 01, 2022
Timon Felske, Stefan Lüdtke, Sebastian Bader, Thomas Kirste

* Accepted for presentation at the 2nd GCLR workshop in conjunction with AAAI 2022 

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SimDem A Multi-agent Simulation Environment to Model Persons with Dementia and their Assistance


Jul 12, 2021
Muhammad Salman Shaukat, Bjarne Christian Hiller, Sebastian Bader, Thomas Kirste

* 5 pages, accepted in [email protected] 2021: 4th Workshop on AI for Aging, Rehabilitation, and Intelligent Assisted Living 

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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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