Studies in Fuzziness and Soft Computing - 9783030722821 - Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools (studies in Fuzziness and Soft Computing) by Dombi, József; Csiszár, Orsolya (10 results)
Language: English
Published by Springer, 2022
Series: Book 174 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
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Published by Springer, Berlin|Springer International Publishing|Springer, 2022
Series: Book 174 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
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Language: English
Published by Springer, 2022
Series: Book 174 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
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Taschenbuch. Condition: 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.Fu…zzy 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.
Language: English
Published by Springer, 2022
Series: Book 174 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
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Condition: New. 1st ed. 2021 edition NO-PA16APR2015-KAP.
Language: English
Published by Springer, 2022
Series: Book 174 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
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Taschenbuch. Condition: Neu. Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools | József Dombi (u. a.) | Taschenbuch | Studies in Fuzziness and Soft Computing | xxi | Englisch | 2022 | Springer | EAN 9783030722821 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121…Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
Language: English
Published by Springer, 2022
Series: Book 174 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
- Print on Demand
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Language: English
Published by Springer International Publishing Apr 2022, 2022
Series: Book 174 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
- Print on Demand
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Taschenbuch. Condition: 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, m…ore 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.
Language: English
Published by Springer, 2022
Series: Book 174 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
- Print on Demand
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Language: English
Published by Springer, Springer Apr 2022, 2022
Series: Book 174 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
- Print on Demand
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 196 pp. Englisch.
Language: English
Published by Springer, 2022
Series: Book 174 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
- Print on Demand
Seller: Biblios, frankfurt am main, HESSE, GermanyBiblios
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Condition: New. PRINT ON DEMAND.
