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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
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
Mechanisms for Data Sharing in Collaborative Causal Inference. 86-98 - Justus Fries
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
Image Dataset Quality Assessment Through Descriptive Out-of-Distribution Detection. 147-159 - Anna M. Kruspe
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
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
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
Instance Segmentation with a Novel Tree Log Detection Dataset. 300-307 - Aray Karjauv
LaFAM: Unsupervised Feature Attribution with Label-Free Activation Maps. 308-315 - Anna Riedmann
Uli-RL: A Real-World Deep Reinforcement Learning Pedagogical Agent for Children. 316-323 - Emanuel Slany
Explanatory Interactive Machine Learning with Counterexamples from Constrained Large Language Models. 324-331
Extended Abstracts of Papers from other AI Conferences
- Andreea Iana
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
A Brief Systematization of Explanation-Aware Attacks. 350-354 - Andrey Okhotin
Star-Shaped Denoising Diffusion Probabilistic Models (Extended Abstract). 355-359
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