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| Link zu diesem Datensatz | https://d-nb.info/1378892860 |
| Titel | Explainable Artificial Intelligence : Third World Conference, xAI 2025, Istanbul, Turkey, July 9–11, 2025, Proceedings, Part IV / 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, 420 p. 94 illus., 88 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-032-08329-6 Printed edition:: ISBN: 978-3-032-08331-9 |
| Inhalt | XAI in Computer Vision -- Comparing XAI Explanations and Synthetic Data Augmentation Strategies in Neuroimaging AI -- Superpixel Correlation for Explainable Image Classification -- On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs -- Explaining Vision GNNs: A Semantic and Visual Analysis of Graph-based Image Classification -- Counterfactuals in XAI -- HalCECE: A Framework for Explainable Hallucination Detection through Conceptual Counterfactuals in Image Captioning -- Diffusion Counterfactuals for Image Regressors -- Mitigating Text Toxicity with Counterfactual Generation -- Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification -- Exploring Ensemble Strategies for Graph Counterfactual Explanations -- Explainable Sequential Decision Making -- Leveraging XAI Techniques for Context-Aware Energy Consumption Forecasting -- ConformaSegment: A Conformal Prediction-Based, Uncertainty-Aware, and Model-Agnostic Explainability Framework for Time-Series Forecasting -- FLEXtime: Filterbank Learning to Explain Time Series -- From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task -- Class-Dependent Perturbation Effects in Evaluating Time Series Attributions -- Explainable AI in Finance & Legal Frameworks for XAI Technologies -- XAI In Fraud Detection: A Causal Perspective -- Detecting Fraud in Financial Networks: A Semi-Supervised GNN Approach with Granger-Causal Explanations -- Legal Requirements, Trust Issues and Engineering Challenges - a Multi-Disciplinary Case for User-Specific Explainability -- Explainable Fairness in Mortgage Lending -- Cyber Risk Management with Time Varying Artificial Intelligence Models |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2510140406184.812259513016 DOI: 10.1007/978-3-032-08330-2 |
| URL | https://doi.org/10.1007/978-3-032-08330-2 |
| ISBN/Einband/Preis | 978-3-032-08330-2 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Communications in Computer and Information Science ; 2579 |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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