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| Link zu diesem Datensatz | https://d-nb.info/1375241427 |
| Titel | KI 2025: Advances in Artificial Intelligence : 48th German Conference on AI, Potsdam, Germany, September 16–19, 2025, Proceedings / edited by Tanya Braun, Benjamin Paaßen, Frieder Stolzenburg |
| Person(en) |
Braun, Tanya (Herausgeber) Paassen, Benjamin (Herausgeber) Stolzenburg, Frieder (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2026 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2026 |
| Umfang/Format | Online-Ressource, XIII, 310 p. 84 illus., 76 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-032-02812-9 Printed edition:: ISBN: 978-3-032-02814-3 |
| Inhalt | -- 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¨ıssa 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 |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2509010406369.998620225955 DOI: 10.1007/978-3-032-02813-6 |
| URL | https://doi.org/10.1007/978-3-032-02813-6 |
| ISBN/Einband/Preis | 978-3-032-02813-6 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Artificial Intelligence ; 15956 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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