Kreinovich, Vladik

Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques (Studies in Computational Intelligence)

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ISBN 13:: 9783031099762
author:: Kreinovich, Vladik
format:: Paperback
publisher:: Springer
language:: English
Publication Year:: 2023
Pages:: 130
Dimensions:: 23.4 x 15.6 x 0.8 centimetres (0
Genre:: Computers, Artificial Intelligence, Nonfiction,
Condition:: New
Availability:: Item usually sent within 5 working days

£27.00

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Description

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Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques by Vladik Kreinovich Understanding artificial intelligence is crucial in today's technology-driven world. While modern AI techniques offer impressive recommendations, such as where to direct self-driving cars or whether to grant loans, these suggestions are not always reliable. The problem lies in the lack of explanations behind these decisions, making it difficult to discern which ones are accurate. The need for natural language explanations has been recognized since the 1960s, when incorporating expert knowledge into control and decision-making processes became essential. Fuzzy techniques were developed to address this challenge, leading to numerous successful applications. This book provides a comprehensive overview of how fuzzy AI can enhance explainability in various AI systems. Ideal for students, researchers, and practitioners interested in artificial intelligence, this book offers valuable insights into the concepts, paradigms, tools, and techniques necessary to make AI more transparent and understandable.

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