KI 2025: Advances in Artificial Intelligence, Kartoniert / Broschiert

Klappentext

.- Full Technical Papers.

.- Augmenting Systematic Literature Reviews: A Human-AI Collaborative Framework.

.- Balanced Reciprocity for Data Sharing - Axiomatization and Mechanism Design.

.- Toward Short and Robust Contrastive Explanations for Image Classification by Leveraging Instance Similarity and Concept Relevance.

.- Intermediate-Task Transfer Learning for Bioacoustic Data.

.- On the Domain Robustness of Contrastive Vision-Language Models.

.- Numbers Don't Lie: Hybrid Extraction and Validation of Quantitative Statements in Arguments with Semi-Structured Information.

.- A Hybrid Constraint-Based, Greedy, and Local Search Approach for the Transshipment Problem.

.- Re-examining learning linear functions in context.

.- ODExAI: A Comprehensive Object Detection Explainable AI Evaluation.

.- Enhancing Semi-Supervised Learning with a Meta-Feature Based Safeguard System.

.- Ca¨¿ssa AI: A Neuro-Symbolic Chess Agent for Explainable Move Suggestion and Grounded Commentary.

.- Unsupervised Selection of Features by their Resilience to the Curse of Dimensionality.

.- Development of Hybrid Artificial Intelligence Training on Real and Synthetic Data.

.- Towards Systematic Evaluation of Computer Vision Models under Data Anonymization.

.- Accessible Language Simplification: Large Language Models for Generating Easy German.

.- Technical Communications.

.- Learn, Optimize, Explain: A Neuro-Symbolic Advisor for Personal Finance.

.- Deep learning emulators for large-scale, high-resolution urban pluvial flood prediction.

.- Towards Observing the Effect of Abstraction on Understandability of Explanations in Answer Set Programming.

.- XAIRob --- An Explainable-AI-Based Relative Robustness Measure for Object Detection.

.- LLMs for Easy Language Translation: A Case Study on German Public Authorities Web Pages.

.- Re-Evaluating the Robustness and Interpretability of the Contrastive Explanations Method for Image Classification.

.- Visualizing and Interpreting Neural Network Focus Regions: A Comparative Study of Vision Transformers on Synthetic and Real Data.

.- Comparing the visual quality of deep generative models for steel microstructures.

.- Extended Abstracts.

.- Makrut Attacks Against Black-Box Explanations.

.- Positional Overload: Positional Debiasing and Context Window Extension for Large Language Models using Set Encoding.

.- Exploiting Contexts of LLM-based Code-Completion.

.- The origins of AI research in the Federal Republic of Germany.

.- Probabilities of the Third Type: Statistical Relational Learning and Reasoning with Relative Frequencies.