Übersicht			Auf mobile öffnen

Lieferstatus:	Auf Bestellung (Lieferzeit unbekannt)
Veröffentlichung:	Oktober 2025
Genre:	EDV / Informatik
	angewandte informatik / Ante-hoc approaches for interpretability / Argumentative-based approaches for explanations / Artificial Intelligence / Auto-encoders & explainability of latent spaces / Black-boxes vs white-boxes / Case-based explanations for AI systems / Causal inference & explanations / Computer and Information Systems Applications / Computer Communication Networks / Decomposition of neural network-based models for XAI / Explainable Artificial Intelligence / Graph neural networks for explainability / Interpretable Machine Learning / Interpretable representational learning / Interpreting & explaining Convolutional Neural Networks / machine learning / Model-specific vs model-agnostic methods for XAI / Natural Language Processing (NLP) / Natural language processing for explanations / Natürliche Sprachen und maschinelle Übersetzung / Netzwerk-Hardware / Neuro-symbolic reasoning for XAI / Open Access / Post-hoc methods for explainability / Pruning methods with XAI mehr...
ISBN:	9783032083326
EAN-Code:	9783032083326
Verlag:	Springer International Publishing
Einband:	Kartoniert
Sprache:	English
Dimensionen:	H 235 mm / B 155 mm / D
Seiten:	414
Illustration:	XIX, 414 p. 124 illus., 103 illus. in color., farbige Illustrationen, schwarz-weiss Illustrationen
Zus. Info:	EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025.
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

This open access five-volume set constitutes the refereed proceedings of the Second World Conference on Explainable Artificial Intelligence, xAI 2025, held in Istanbul, Turkey, during July 2025. The 96 revised full papers presented in these proceedings were carefully reviewed and selected from 224 submissions. The papers are organized in the following topical sections: Volume I: Concept-based Explainable AI; human-centered Explainability; explainability, privacy, and fairness in trustworthy AI; and XAI in healthcare. Volume II: Rule-based XAI systems & actionable explainable AI; features importance-based XAI; novel post-hoc & ante-hoc XAI approaches; and XAI for scientific discovery. Volume III: Generative AI meets explainable AI; Intrinsically interpretable explainable AI; benchmarking and XAI evaluation measures; and XAI for representational alignment. Volume IV: XAI in computer vision; counterfactuals in XAI; explainable sequential decision making; and explainable AI in finance & legal frameworks for XAI technologies. Volume V: Applications of XAI; human-centered XAI & argumentation; explainable and interactive hybrid decision making; and uncertainty in explainable AI.