{"product_id":"explainable-neural-networks-based-on-fuzzy-logic-and-multi-criteria-decision-tools-9783030722807","title":"Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools","description":"\u003cp\u003eThe 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.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":52928419234071,"sku":null,"price":17479.59,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9783030722807.jpg?v=1781601672","url":"https:\/\/payment.letskitaboo.com\/ur\/products\/explainable-neural-networks-based-on-fuzzy-logic-and-multi-criteria-decision-tools-9783030722807","provider":"Kitaboo One eStore","version":"1.0","type":"link"}