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Lieferstatus:	i.d.R. innert 5-10 Tagen versandfertig
Veröffentlichung:	Juli 2024
Genre:	EDV / Informatik
	angewandte informatik / Ante-hocapproachesforinterpretability / argumentative-basedapproachesforexplanations / ArtificialIntelligence / Auto-encoders&explainabilityoflatentspaces / Case-basedexplanationsforAIsystems / causalinference&explanations / ConvolutionalNeuralNetworks / decompositionofneuralnetwork-basedmodelsforXAI / Explainability / ExplainableArtificialIntelligence / G / interpretablemachinelearning / naturallanguageprocessingforexplanations / Netzwerk-Hardware / neuralnetworks / reinforcementlearningforenhancingXAI mehr...
ISBN:	9783031637964
EAN-Code:	9783031637964
Verlag:	Springer
Einband:	Kartoniert
Sprache:	English
Dimensionen:	H 235 mm / B 155 mm / D 29 mm
Gewicht:	797 gr
Seiten:	532
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

This four-volume set constitutes the refereed proceedings of the Second World Conference on Explainable Artificial Intelligence, xAI 2024, held in Valletta, Malta, during July 17-19, 2024. The 95 full papers presented were carefully reviewed and selected from 204 submissions. The conference papers are organized in topical sections on: Part I - intrinsically interpretable XAI and concept-based global explainability; generative explainable AI and verifiability; notion, metrics, evaluation and benchmarking for XAI. Part II - XAI for graphs and computer vision; logic, reasoning, and rule-based explainable AI; model-agnostic and statistical methods for eXplainable AI. Part III - counterfactual explanations and causality for eXplainable AI; fairness, trust, privacy, security, accountability and actionability in eXplainable AI. Part IV - explainable AI in healthcare and computational neuroscience; explainable AI for improved human-computer interaction and software engineering for explainability; applications of explainable artificial intelligence.