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Produktbild: Explainable Artificial Intelligence
Band 2580

Explainable Artificial Intelligence Third World Conference, xAI 2025, Istanbul, Turkey, July 9–11, 2025, Proceedings, Part V

Aus der Reihe Communications in Computer and Information Science

39,99 €

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

19.10.2025

Abbildungen

XIX, 414 p. 124 illus., 103 illus. in color.

Herausgeber

Riccardo Guidotti + weitere

Verlag

Springer

Seitenzahl

414

Maße (L/B/H)

23,5/15,5/2,4 cm

Gewicht

657 g

Sprache

Englisch

ISBN

978-3-032-08332-6

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

19.10.2025

Abbildungen

XIX, 414 p. 124 illus., 103 illus. in color.

Herausgeber

Verlag

Springer

Seitenzahl

414

Maße (L/B/H)

23,5/15,5/2,4 cm

Gewicht

657 g

Sprache

Englisch

ISBN

978-3-032-08332-6

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: GPSR Kontakt

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  • Produktbild: Explainable Artificial Intelligence

  • 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.