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Explainable AI and Other Applications of Fuzzy Techniques
Language: en
Pages: 506
Authors: Julia Rayz
Categories: Technology & Engineering
Type: BOOK - Published: 2021-07-27 - Publisher: Springer Nature

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This book focuses on an overview of the AI techniques, their foundations, their applications, and remaining challenges and open problems. Many artificial intell
Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance
Language: en
Pages: 167
Authors: Tom Rutkowski
Categories: Technology & Engineering
Type: BOOK - Published: 2021-06-07 - Publisher: Springer Nature

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The book proposes techniques, with an emphasis on the financial sector, which will make recommendation systems both accurate and explainable. The vast majority
Explainable Fuzzy Systems
Language: en
Pages: 0
Authors: Jose Maria Alonso Moral
Categories: Technology & Engineering
Type: BOOK - Published: 2022-04-08 - Publisher: Springer

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The importance of Trustworthy and Explainable Artificial Intelligence (XAI) is recognized in academia, industry and society. This book introduces tools for deal
Explainable AI: Interpreting, Explaining and Visualizing Deep Learning
Language: en
Pages: 435
Authors: Wojciech Samek
Categories: Computers
Type: BOOK - Published: 2019-09-10 - Publisher: Springer Nature

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The development of “intelligent” systems that can take decisions and perform autonomously might lead to faster and more consistent decisions. A limiting fac
Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques
Language: en
Pages: 136
Authors: Vladik Kreinovich
Categories: Technology & Engineering
Type: BOOK - Published: 2022-09-16 - Publisher: Springer Nature

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Modern AI techniques –- especially deep learning –- provide, in many cases, very good recommendations: where a self-driving car should go, whether to give a