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KI 2024: Advances in Artificial Intelligence : 47th German Conference on AI, Würzburg, Germany, September 25-27, 2024, Proceedings
KI 2024: Advances in Artificial Intelligence : 47th German Conference on AI, Würzburg, Germany, September 25-27, 2024, Proceedings
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ISBN No.: 9783031708923
Pages: xix, 362
Year: 202408
Format: Trade Paper
Price: $ 103.49
Dispatch delay: Dispatched between 7 to 15 days
Status: Available

- Full Technical Papers.- From Resolving Inconsistencies in Qualitative Constraints Networks to Identifying Robust Solutions: A Universal Encoding in ASP.- Efficiently Training Neural Networks for Imperfect-Information Games by Sampling Information Sets.- A Note on Linear Time Series Prediction.- Data Augmentation in Latent Space with Varational Autoencoder and Pretrained Image Model for Visual Reinforcement Learning.- Could the Declarer have Discarded It? Refined Anticipation of Cards in Skat.- A Framework for General Trick-Taking Card Games.- Mechanisms for Data Sharing in Collaborative Causal Inference.


- SaVeWoT: Scripting and Verifying Web of Things Systems and Their Effects on the Physical World.- Active Learning in Multi-label Classification of Bioacoustic Data.- Quantifying the Trade-Offs between Dimensions of Trustworthy AI - An Empirical Study on Fairness, Explainability, Privacy, and Robustness.- Image Dataset Quality Assessment Through Descriptive Out-of- Distribution Detection.- Saxony-Anhalt is the worst: Bias towards German federal states in Large Language Models.- Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models.- Evaluating AI-based Components for Autonomous Railway Systems.- SocialCOP: Reusable Building Blocks for Collective Constraint Optimization.


- Context-Specific Selection of Commonsense Knowledge Using Large Language Models.- Graph2RETA: Graph Neural Networks for Pick-up and Delivery Route Prediction and Arrival Time Estimation.- Data Generation for Explainable Occupational Fraud Detection.- Leveraging Weakly Supervised and Multiple Instance Learning for Multi-label Classification of Passive Acoustic Monitoring Data.- Technical Communications.- Leveraging YOLO for Real-Time Video Analysis of Animal Welfare in Pig Slaughtering Processes.- Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices.- Automated Design in Hybrid Action Spaces by Reinforcement Learning and Differential Evolution.


- Instance segmentation with a novel tree log detection dataset.- LaFAM: Unsupervised Feature Attribution with Label-free Activation Maps.- Uli-RL: A Real-World Deep Reinforcement Learning Pedagogical Agent for Children.- Explanatory Interactive Machine Learning with Counterexamples from Constrained Large Language Models.- Extended Abstracts of Papers from other AI Conferences.- MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation (Extended Abstract).- A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets (Extended Abstract).- Out-of-Distribution Detection with Logical Reasoning (Extended Abstract).


- A Brief Systematization of Explanation-Aware Attacks (Extended Abstract).- Star-Shaped Denoising Diffusion Probabilistic Models (Extended Abstract).- MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation (Extended Abstract).- A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets (Extended Abstract).- Out-of-Distribution Detection with Logical Reasoning (Extended Abstract).- A Brief Systematization of Explanation-Aware Attacks (Extended Abstract).- Star-Shaped Denoising Diffusion Probabilistic Models (Extended Abstract).


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