Explainable Artificial Intelligence : Second World Conference, Xai 2024, Valletta, Malta, July 17?19, 2024, Proceedings, Part IV

Longo, Luca (EDT); Lapuschkin, Sebastian (EDT); Seifert, Christin (EDT)

ISBN 10: 3031638026 ISBN 13: 9783031638022

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Synopsis :

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.

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Titre : Explainable Artificial Intelligence : Second...
�diteur : Springer
Date d'�dition : 2024
Reliure : Couverture souple
Etat : New

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ISBN 10 : 3031638026 ISBN 13 : 9783031638022

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Explainable Artificial Intelligence

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ISBN 10 : 3031638026 ISBN 13 : 9783031638022

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Explainable Artificial Intelligence | Second World Conference, xAI 2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part IV

Luca Longo (u. a.)

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ISBN 10 : 3031638026 ISBN 13 : 9783031638022

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Explainable Artificial Intelligence

Luca Longo

Edit� par Springer Nature Switzerland, Springer International Publishing Jul 2024, 2024

ISBN 10 : 3031638026 ISBN 13 : 9783031638022

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Taschenbuch. Etat : Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 484 pp. Englisch. N� de r�f. du vendeur 9783031638022

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Explainable Artificial Intelligence : Second World Conference, xAI 2024, Valletta, Malta, July 17�19, 2024, Proceedings, Part IV

Luca Longo

Edit� par Springer Nature Switzerland, 2024

ISBN 10 : 3031638026 ISBN 13 : 9783031638022

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. N� de r�f. du vendeur 9783031638022

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Explainable Artificial Intelligence

Luca Longo

Edit� par Springer, Berlin, Springer Nature Switzerland, Springer, 2024

ISBN 10 : 3031638026 ISBN 13 : 9783031638022

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 476 pp. Englisch. N� de r�f. du vendeur 9783031638022

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Explainable Artificial Intelligence (Paperback)

Luca Longo

Edit� par Springer International Publishing AG, Cham, 2024

ISBN 10 : 3031638026 ISBN 13 : 9783031638022

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Vendeur : Grand Eagle Retail, Bensenville, IL, Etats-Unis

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Paperback. Etat : new. Paperback. 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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N� de r�f. du vendeur 9783031638022

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