Download ~ Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools # by J贸zsef Dombi & Orsolya Csisz谩r ~ Book PDF Kindle ePub Free
eBook details
- Title: Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools
- Author : J贸zsef Dombi & Orsolya Csisz谩r
- Release Date : January 28, 2021
- Genre: Engineering,Books,Professional & Technical,Computers & Internet,
- Pages : * pages
- Size : 15768 KB
Description
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.
