KI 2024: Advances in Artificial Intelligence

47th German Conference on AI, Würzburg, Germany, September 25–27, 2024, Proceedings

Häftad, Engelska, 2024

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This book constitutes the proceedings of the 47th German Conference on AI, KI 2024, which was held in Würzburg, Germany, during September 25–27, 2024. The 19 full papers, 7 short papers and 5 other papers presented in this book were carefully reviewed and selected from 63 submissions.

Produktinformation

Utgivningsdatum2024-08-30
Mått155 x 235 x 21 mm
Vikt581 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor362
FörlagSpringer International Publishing AG
ISBN9783031708923

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.- 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).