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Interpreting Neural Networks as Gradual Argumentation Frameworks (Including Proof Appendix)


Dec 10, 2020
Nico Potyka

* Accepted at AAAI 2021 

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Explainable Automated Reasoning in Law using Probabilistic Epistemic Argumentation


Sep 12, 2020
Inga Ibs, Nico Potyka

* 9 pages, 4 figures 

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Polynomial-time Updates of Epistemic States in a Fragment of Probabilistic Epistemic Argumentation (Technical Report)


Jun 12, 2019
Nico Potyka, Sylwia Polberg, Anthony Hunter


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A Tutorial for Weighted Bipolar Argumentation with Continuous Dynamical Systems and the Java Library Attractor


Nov 30, 2018
Nico Potyka


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A Polynomial-time Fragment of Epistemic Probabilistic Argumentation (Technical Report)


Nov 29, 2018
Nico Potyka


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Convergence and Open-Mindedness of Discrete and Continuous Semantics for Bipolar Weighted Argumentation (Technical Report)


Sep 19, 2018
Nico Potyka


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Towards Statistical Reasoning in Description Logics over Finite Domains (Full Version)


Jun 10, 2017
Rafael Peñaloza, Nico Potyka

* 16 pages. Extended version of "Towards Statistical Reasoning in Description Logics over Finite Domains" published at the 11th International Conference on Scalable Uncertainty Management (SUM 2017) 

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Probabilistic Reasoning in the Description Logic ALCP with the Principle of Maximum Entropy (Full Version)


Jun 30, 2016
Rafael Peñaloza, Nico Potyka

* Full version of paper accepted at the Tenth International Conference on Scalable Uncertainty Management (SUM 2016) 

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