Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools
Language: English
Published by Springer, 2022
Series: Book 174 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
- New
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
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- Title
- Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools
- Author
- Dombi, József; Csiszár, Orsolya
- Publisher
- Springer
- Publication year
- 2022
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3030722821
- ISBN 13
- 9783030722821
- 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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