Explainable Neural Networks Based on Fuzzy Logic and Multi criteria Decision Tools is popular PDF and ePub book, written by József Dombi in 2021-04-28, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Explainable Neural Networks Based on Fuzzy Logic and Multi criteria Decision Tools can be Read Online from any device for your convenience.
Explainable Neural Networks Based on Fuzzy Logic and Multi criteria Decision Tools Book PDF Summary
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.
Detail Book of Explainable Neural Networks Based on Fuzzy Logic and Multi criteria Decision Tools PDF
- Author : József Dombi
- Release : 28 April 2021
- Publisher : Springer Nature
- ISBN : 9783030722807
- Genre : Technology & Engineering
- Total Page : 186 pages
- Language : English
- PDF File Size : 16,5 Mb
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