Explainable Neural Networks Based on Fuzzy Logic and Multi-Criteria Decision Tools: 408 (Studies in Fuzziness and Soft Computing, 408) [Hardcover] [Apr 29, 2021] Dombi, József and Csiszár, Orsolya
Language: English
Published by Springer, 2021
Series: Book 174 of 183 - Studies in Fuzziness and Soft Computing
- Hardcover
- New
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- Title
- Explainable Neural Networks Based on Fuzzy Logic and Multi-Criteria Decision Tools: 408 (Studies in Fuzziness and Soft Computing, 408) [Hardcover] [Apr 29, 2021] Dombi, József and Csiszár, Orsolya
- Author
- Dombi, József; Csiszár, Orsolya
- Publisher
- Springer
- Publication year
- 2021
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 3030722791
- ISBN 13
- 9783030722791
- Series
- Book 174 of 183: Studies in Fuzziness and Soft Computing
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."Synopsis" may belong to another edition of this title.
From the Back Cover
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."About the title" may belong to another edition of this title.
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StainesBookHub aim to offer our customers a variety of the old & latest Books. With the Experience of more than 15 Years, we always keep an eye on the latest trends in Books and put our customers' wishes first, we try our best to give books to our customers on lowest prices. We ship Books through Fedex Priority. That is why we have satisfied customers all over the world, and are thrilled to be a part of the Books industry. StainesBooksHub also sell books in Bulk, We try our best to Provied High Quality, Fast Service, Global Shipping.
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We ship Books through Fedex Priority