{"product_id":"explainable-neural-networks-based-on-fuzzy-logic-and-multi-criteria-decision-tools-von-orsolya-csiszar-jozsef-dombi","title":"Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools","description":"\n                                \n                \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. \u003c\/p\u003e\n                                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.\n                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cbr\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030722791\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030722821\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9783030722791","offer_id":39302055592029,"sku":"9783030722791","price":160.49,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783030722821","offer_id":40086475800669,"sku":"9783030722821","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/82e11fb3-5fb3-4fe6-b26a-d8bb8a11befe.jpg?v=1774156516","url":"https:\/\/shop.autorenwelt.de\/products\/explainable-neural-networks-based-on-fuzzy-logic-and-multi-criteria-decision-tools-von-orsolya-csiszar-jozsef-dombi","provider":"Autorenwelt Shop","version":"1.0","type":"link"}