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Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory
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Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools (Paperback, 1st ed. 2021)
Loot Price: R4,199
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Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools (Paperback, 1st ed. 2021)
Series: Studies in Fuzziness and Soft Computing, 408
Expected to ship within 10 - 15 working days
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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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