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Softcover - 9783030722821
160,49 €
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Beschreibung
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.Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 29. April 2021 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 465 Gramm |
| Format | Hardcover |
| ISBN-13 | 9783030722791 |
| Seiten | 173 |
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