Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The research presented in this book shows how combining deep neural networks with a special class of fuzzy logical rules and multi-criteria decision tools can make deep neural networks more interpretable - and even, in many cases, more efficient.Fuzzy logic together with multi-criteria decision-making tools provides very powerful tools for modeling human thinking. Based on their common theoretical basis, we propose a consistent framework for modeling human thinking by using the tools of all three fields: fuzzy logic, multi-criteria decision-making, and deep learning to help reduce the black-box nature of neural models; a challenge that is of vital importance to the whole research community. 196 pp. Englisch. N� de r�f. du vendeur 9783030722791

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Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools

J�zsef Dombi|Orsolya Csisz�r

Edit� par Springer International Publishing, 2021

ISBN 10 : 3030722791 ISBN 13 : 9783030722791

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents the current state-of-the-art in Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision ToolsPresents recent research focusing on a special class&nbspof continuous-valued logic and multi-criteria decision tools. N� de r�f. du vendeur 458553505

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Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools

Orsolya Csisz�r

Edit� par Springer International Publishing, 2021

ISBN 10 : 3030722791 ISBN 13 : 9783030722791

Neuf Couverture rigide

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

�valuation du vendeur 5 sur 5 �toiles

Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - The research presented in this book shows how combining deep neural networks with a special class of fuzzy logical rules and multi-criteria decision tools can make deep neural networks more interpretable - and even, in many cases, more efficient.Fuzzy logic together with multi-criteria decision-making tools provides very powerful tools for modeling human thinking. Based on their common theoretical basis, we propose a consistent framework for modeling human thinking by using the tools of all three fields: fuzzy logic, multi-criteria decision-making, and deep learning to help reduce the black-box nature of neural models; a challenge that is of vital importance to the whole research community. N� de r�f. du vendeur 9783030722791

Contacter le vendeur