Explainable neural networks based on fuzzy logic and multi-criteria decision tools

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-ma...

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Main Author: Dombi, József,
Other Authors: Csiszár, Orsolya,, SpringerLink (Online service)
Format: eBook
Language: English
Published: Cham, Switzerland : Springer, [2021]
Physical Description: 1 online resource (xxi, 173 pages : illustrations (some color)).
Series: Studies in fuzziness and soft computing ; v. 408.
Subjects:

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