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| Link zu diesem Datensatz | https://d-nb.info/1379297648 |
| Titel | Explainable Artificial Intelligence : Third World Conference, xAI 2025, Istanbul, Turkey, July 9–11, 2025, Proceedings, Part V / edited by Riccardo Guidotti, Ute Schmid, Luca Longo |
| Person(en) |
Guidotti, Riccardo (Herausgeber) Schmid, Ute (Herausgeber) Longo, Luca (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, XIX, 414 p. 124 illus., 103 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-032-08332-6 Printed edition:: ISBN: 978-3-032-08334-0 |
| Inhalt | Applications of XAI -- Global Explanations of Expected Goal Models in Football -- Comprehensive Explanations Using Natural Language Queries -- A Human-in-the-Loop Approach to Learning Social Norms as Defeasible Logical Constraints -- A Cautionary Tale About ''Neutrally'' Informative AI Tools Ahead of the 2025 Federal Elections in Germany -- Human-Centered XAI & Argumentation -- Evaluating Argumentation Graphs as Global Explainable Surrogate Models for Dense Neural Networks and their Comparison with Decision Trees -- Mind the XAI Gap: A Human-Centered LLM Framework for Democratizing Explainable AI -- Explanations for Medical Diagnosis Predictions Based on Argumentation Schemes -- Spectral Occlusion - Attribution Beyond Spatial Relevance Heatmaps -- Non-experts' Trust in XAI is Unreasonably High -- Explainable and Interactive Hybrid Decision Making -- Exploring Annotator Disagreement in Sexism Detection: Insights from Explainable AI -- Can You Regulate Your Emotions? An Empirical Investigation of the Influence of AI Explanations and Emotion Regulation on Human Decision-Making Factors -- When Bias Backfires: The Modulatory Role of Counterfactual Explanations on the Adoption of Algorithmic Bias in XAI-Supported Human Decision-Making -- Understanding Disagreement Between Humans and Machines in XAI: Robustness, Fidelity, and Region-Based Explanations in Automatic Neonatal Pain Assessment -- On Combining Embeddings, Ontology and LLM to Retrieve Semantically Similar Quranic Verses and Generate their Explanations -- Uncertainty in Explainable AI -- Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification -- Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models -- Explaining Low Perception Model Competency with High-Competency Counterfactuals -- Uncertainty Propagation in XAI: A Comparison of Analytical and Empirical Estimators |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2510190406321.454567167744 DOI: 10.1007/978-3-032-08333-3 |
| URL | https://doi.org/10.1007/978-3-032-08333-3 |
| ISBN/Einband/Preis | 978-3-032-08333-3 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Communications in Computer and Information Science ; 2580 |
| DDC-Notation | 004.019 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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