Items related to Explainable Neural Networks Based on Fuzzy Logic and...
Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools (Studies in Fuzziness and Soft Computing, 408) - Hardcover
Synopsis
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."synopsis" may belong to another edition of this title.
From the Back Cover
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."About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2021
- ISBN 10 3030722791
- ISBN 13 9783030722791
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages194
Other Popular Editions of the Same Title
Search results for Explainable Neural Networks Based on Fuzzy Logic and...
Stock Image
Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools (Studies in Fuzziness and Soft Computing, 408)
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Mar3113020027936
Quantity: Over 20 available
Stock Image
Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools (Studies in Fuzziness and Soft Computing, 408)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9783030722791_new
Quantity: Over 20 available
Seller Image
Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools
Published by
Springer International Publishing Apr 2021, 2021
ISBN 10: 3030722791
ISBN 13: 9783030722791
New
Hardcover
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 196 pp. Englisch. Seller Inventory # 9783030722791
Quantity: 2 available
Seller Image
Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools
Published by
Springer International Publishing, 2021
ISBN 10: 3030722791
ISBN 13: 9783030722791
New
Hardcover
Seller: moluna, Greven, Germany
Seller rating 5 out of 5 stars
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents the current state-of-the-art in Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision ToolsPresents recent research focusing on a special class of continuous-valued logic and multi-criteria decision tools. Seller Inventory # 458553505
Quantity: Over 20 available
Seller Image
Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools
Published by
Springer International Publishing, 2021
ISBN 10: 3030722791
ISBN 13: 9783030722791
New
Hardcover
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Seller Inventory # 9783030722791
Quantity: 1 available
Stock Image
Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools (Studies in Fuzziness and Soft Computing, 408)
Seller: dsmbooks, Liverpool, United Kingdom
Seller rating 4 out of 5 stars
Hardcover. Condition: New. New. book. Seller Inventory # D8F0-0-M-3030722791-6
Quantity: 1 available
Stock Image
Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools
Seller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Brand New. 194 pages. 9.25x6.10x0.67 inches. In Stock. Seller Inventory # x-3030722791
Quantity: 2 available