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47th KI 2024: Würzburg, Germany
- Andreas Hotho

, Sebastian Rudolph
:
KI 2024: Advances in Artificial Intelligence - 47th German Conference on AI, Würzburg, Germany, September 25-27, 2024, Proceedings. Lecture Notes in Computer Science 14992, Springer 2024, ISBN 978-3-031-70892-3
Full Technical Papers
- Moritz Bayerkuhnlein, Tobias Schwartz, Diedrich Wolter:

From Resolving Inconsistencies in Qualitative Constraints Networks to Identifying Robust Solutions: A Universal Encoding in ASP. 3-16 - Timo Bertram, Johannes Fürnkranz, Martin Müller:

Efficiently Training Neural Networks for Imperfect Information Games by Sampling Information Sets. 17-29 - Christopher M. A. Bonenberger

, Markus Schneider, Wolfgang Ertel, Friedhelm Schwenker:
A Note on Linear Time Series Prediction. 30-44 - Xuzhe Dang

, Stefan Edelkamp
:
Data Augmentation in Latent Space with Variational Autoencoder and Pretrained Image Model for Visual Reinforcement Learning. 45-59 - Stefan Edelkamp

:
Could the Declarer Have Discarded It? Refined Anticipation of Cards in Skat. 60-72 - Stefan Edelkamp:

A Framework for General Trick-Taking Card Games. 73-85 - Björn Filter

, Ralf Möller
, Özgür Lütfü Özçep
:
Mechanisms for Data Sharing in Collaborative Causal Inference. 86-98 - Justus Fries

, Michael Freund
, Andreas Harth
:
SaVeWoT: Scripting and Verifying Web of Things Systems and Their Effects on the Physical World. 99-113 - Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag:

Active Learning in Multi-label Classification of Bioacoustic Data. 114-127 - Nils Kemmerzell, Annika Schreiner:

Quantifying the Trade-Offs Between Dimensions of Trustworthy AI - An Empirical Study on Fairness, Explainability, Privacy, and Robustness. 128-146 - Sami Kharma

, Jürgen Großmann
:
Image Dataset Quality Assessment Through Descriptive Out-of-Distribution Detection. 147-159 - Anna M. Kruspe

, Mila Stillman
:
Saxony-Anhalt is the Worst: Bias Towards German Federal States in Large Language Models. 160-174 - Malte Luttermann, Ralf Möller, Mattis Hartwig:

Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models. 175-189 - Jan Roßbach

, Oliver De Candido
, Ahmed Hammam, Michael Leuschel
:
Evaluating AI-Based Components in Autonomous Railway Systems - A Methodology. 190-203 - Julia Ruttmann, Alexander Schiendorfer

:
SocialCOP: Reusable Building Blocks for Collective Constraint Optimization. 204-217 - Oliver Jakobs, Claudia Schon:

Context-Specific Selection of Commonsense Knowledge Using Large Language Models. 218-231 - Wilson Sentanoe, Sreyashi Saha, Yasas Diyanananda, Aqsa Manzoor, Buddhika Dasanayake, Daniela Thyssens:

Graph2RETA: Graph Neural Networks for Pick-up and Delivery Route Prediction and Arrival Time Estimation. 232-245 - Julian Tritscher, Maximilian Wolf, Anna Krause, Andreas Hotho, Daniel Schlör:

Data Generation for Explainable Occupational Fraud Detection. 246-259 - Ilira Troshani, Thiago S. Gouvêa, Daniel Sonntag:

Leveraging Weakly Supervised and Multiple Instance Learning for Multi-label Classification of Passive Acoustic Monitoring Data. 260-272
Technical Communications
- Christian Beecks, Anandraj Amalraj, Alexander Graß, Marc Jentsch, Felix Kitschke, Maximilian Norz, Patric Schäffer:

Leveraging YOLO for Real-Time Video Analysis of Animal Welfare in Pig Slaughtering Processes. 275-281 - Vanessa Borst

, Timo Dittus
, Konstantin Müller
, Samuel Kounev
:
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices. 282-291 - Quirin Göttl, Haris Asif, Alexander Mattick, Robert Marzilger, Axel Plinge:

Automated Design in Hybrid Action Spaces by Reinforcement Learning and Differential Evolution. 292-299 - Julian Haasis

, Christopher M. A. Bonenberger, Markus Schneider:
Instance Segmentation with a Novel Tree Log Detection Dataset. 300-307 - Aray Karjauv

, Sahin Albayrak
:
LaFAM: Unsupervised Feature Attribution with Label-Free Activation Maps. 308-315 - Anna Riedmann

, Julia Götz
, Carlo D'Eramo
, Birgit Lugrin
:
Uli-RL: A Real-World Deep Reinforcement Learning Pedagogical Agent for Children. 316-323 - Emanuel Slany

, Stephan Scheele
, Ute Schmid
:
Explanatory Interactive Machine Learning with Counterexamples from Constrained Large Language Models. 324-331
Extended Abstracts of Papers from other AI Conferences
- Andreea Iana

, Goran Glavas
, Heiko Paulheim
:
MIND Your Language: A Multilingual Dataset for Cross-Lingual News Recommendation (Extended Abstract). 335-340 - Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag:

A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets (Extended Abstract). 341-345 - Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier:

Out-of-Distribution Detection with Logical Reasoning (Extended Abstract). 346-349 - Maximilian Noppel

, Christian Wressnegger
:
A Brief Systematization of Explanation-Aware Attacks. 350-354 - Andrey Okhotin

, Dmitry Molchanov
, Vladimir Arkhipkin, Grigory Bartosh, Viktor Ohanesian, Aibek Alanov, Dmitry P. Vetrov
:
Star-Shaped Denoising Diffusion Probabilistic Models (Extended Abstract). 355-359

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