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43rd KI 2020: Virtual Event / Bamberg, Germany

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Ute Schmid, Franziska Klügl, Diedrich Wolter:
KI 2020: Advances in Artificial Intelligence - 43rd German Conference on AI, Bamberg, Germany, September 21-25, 2020, Proceedings. Lecture Notes in Computer Science 12325, Springer 2020, ISBN 978-3-030-58284-5

Full Contributions

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Martin Aleksandrov, Toby Walsh:
Two Algorithms for Additive and Fair Division of Mixed Manna. 3-17
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  - conf/ki/Edelkamp20
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Stefan Edelkamp:
Dynamic Play via Suit Factorization Search in Skat. 18-32
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Ali Ehteshami Bejnordi, Ralf Krestel:
Dynamic Channel and Layer Gating in Convolutional Neural Networks. 33-45
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  - conf/ki/FischerGHKP20
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Norbert Fischer, Alexander Gehrke, Alexander Hartelt, Markus Krug, Frank Puppe:
Contour-Based Segmentation of Historical Printings. 46-58
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  - conf/ki/HanselleTWH20
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Jonas Hanselle, Alexander Tornede, Marcel Wever, Eyke Hüllermeier:
Hybrid Ranking and Regression for Algorithm Selection. 59-72
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  - conf/ki/Holldobler20
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Steffen Hölldobler:
Conditional Reasoning and Relevance. 73-87
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Daniel Höller, Pascal Bercher, Gregor Behnke, Susanne Biundo:
HTN Plan Repair via Model Transformation. 88-101
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Christian Komo, Christoph Beierle:
Nonmonotonic Inferences with Qualitative Conditionals Based on Preferred Structures on Worlds. 102-115
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  - conf/ki/MakarenkoB20
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Irina Makarenko, Christoph Benzmüller:
Positive Free Higher-Order Logic and Its Automation via a Semantical Embedding. 116-131
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Christoph Raab, Frank-Michael Schleif:
Low-Rank Subspace Override for Unsupervised Domain Adaptation. 132-147
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Johannes Rabold, Gesina Schwalbe, Ute Schmid:
Expressive Explanations of DNNs by Combining Concept Analysis with ILP. 148-162
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Julian Reisch, Peter Großmann, Natalia Kliewer:
Stable Resolving - A Randomized Local Search Heuristic for MaxSAT. 163-175
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Jennifer Renoux, Matteo Luperto, Nicola Basilico, Marta Romeo, Marios Milis, Francesca Lunardini, Simona Ferrante, Amy Loutfi, N. Alberto Borghese:
A Virtual Caregiver for Assisted Daily Living of Pre-frail Users. 176-189
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Lukas Reuter, Jan Ole Berndt, Ingo J. Timm:
Exploring the Effects of Role Design on Agent Learning. 190-203
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Kai Sauerwald, Jonas Haldimann, Martin von Berg, Christoph Beierle:
Descriptor Revision for Conditionals: Literal Descriptors and Conditional Preservation. 204-218
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Pavel Surynek:
Multi-agent Path Finding Modulo Theory with Continuous Movements and the Sum of Costs Objective. 219-232

Abstracts of Pre-published Papers

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Özgür Lütfü Özçep, Mena Leemhuis, Diedrich Wolter:
Cones, Negation, and All That. 235-239
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Michael C. Thrun, Alfred Ultsch:
Swarm-Based Cluster Analysis for Knowledge Discovery. 240-244
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Thomas Weber, Zhiwei Han, Stefan Matthes, Heinrich Hußmann, Yuanting Liu:
Draw with Me: Human-in-the-Loop for Image Restoration. 245-248

Technical Contributions

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Christoph Benzmüller, Bertram Lomfeld:
Reasonable Machines: A Research Manifesto. 251-258
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Lukas Berger, Bernhard Nebel, Marco Ragni:
A Heuristic Agent in Multi-Agent Path Finding Under Destination Uncertainty. 259-266
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Lars Elend, Sebastian A. Tideman, Kerstin Lopatta, Oliver Kramer:
Earnings Prediction with Deep Learning. 267-274
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Elisabeth Fischer, Daniel Zoller, Alexander Dallmann, Andreas Hotho:
Integrating Keywords into BERT4Rec for Sequential Recommendation. 275-282
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Jonas Haldimann, Anna Osiak, Christoph Beierle:
Modelling and Reasoning in Biomedical Applications with Qualitative Conditional Logic. 283-289
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Eyke Hüllermeier, Johannes Fürnkranz, Eneldo Loza Mencía:
Conformal Rule-Based Multi-label Classification. 290-296
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Sven Löffler, Ke Liu, Petra Hofstedt:
Optimizing Constraint Satisfaction Problems by Regularization for the Sample Case of the Warehouse Location Problem. 297-304
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Leon Martin, Jan H. Boockmann, Andreas Henrich:
Fast Pathfinding in Knowledge Graphs Using Word Embeddings. 305-312
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Duy Minh Ho Nguyen, Abraham Obinwanne Ezema, Fabrizio Nunnari, Daniel Sonntag:
A Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net. 313-319
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Pascal Puchtler, René Peinl:
Evaluation of Deep Learning Accelerators for Object Detection at the Edge. 320-326
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Karlson Pfannschmidt, Eyke Hüllermeier:
Learning Choice Functions via Pareto-Embeddings. 327-333
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Kim Wölfel, Dominik Henrich:
Simulation-Based Validation of Robot Commands for Force-Based Robot Motions. 334-340

Demonstration Abstracts

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Soeren Klingner, Zhiwei Han, Yuanting Liu, Fan Fan, Bashar Altakrouri, Bruno Michel, Jonas R. M. Weiss, Arvind Sridhar, Sophie Mai Chau:
Firefighter Virtual Reality Simulation for Personalized Stress Detection. 343-347
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  - conf/ki/Kockemann20
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Uwe Köckemann:
The AI Domain Definition Language (AIDDL) for Integrated Systems. 348-352

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