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Explainable Neural Networks Based On Fuzzy Logic And Multicriteria Decision Tools Jzsef Dombi

  • SKU: BELL-25766782
Explainable Neural Networks Based On Fuzzy Logic And Multicriteria Decision Tools Jzsef Dombi
$ 31.00 $ 45.00 (-31%)

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Explainable Neural Networks Based On Fuzzy Logic And Multicriteria Decision Tools Jzsef Dombi instant download after payment.

Publisher: Springer
File Extension: PDF
File size: 10.34 MB
Pages: 160
Author: József Dombi, Orsolya Csiszár
ISBN: 9783030722791, 3030722791
Language: English
Year: 2021

Product desciption

Explainable Neural Networks Based On Fuzzy Logic And Multicriteria Decision Tools Jzsef Dombi by József Dombi, Orsolya Csiszár 9783030722791, 3030722791 instant download after payment.

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.

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