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Carte Explainable Artificial Intelligence for Trustworthy Decisions in Smart Applications Nicu Bizon

Explainable Artificial Intelligence for Trustworthy Decisions in Smart Applications

Autor: Nicu Bizon, Bhargav Appasani
Limbă: engleză
Legare: Copertă tare
Editura: Springer, Berlin
Disponibilitate: În depozitul extern
Expediem în 10-13 zile
1 103.37 lei
This book introduces readers to the field of explainable artificial intelligence (XAI), which aims t...

Informații despre carte

Autor
Nicu Bizon, Bhargav Appasani
Limbă
engleză
Legare
Carte - Copertă tare
Publicat
2025
Pagini
300
EAN
9783031970061
Enbook ID
48917640
Editura
Springer, Berlin
Greutate
881
Dimensiuni
155 x 235

Descriere completă

This book introduces readers to the field of explainable artificial intelligence (XAI), which aims to make AI models more transparent and trustworthy. It explores how XAI can enhance trust and confidence in AI models and their decisions across various innovative applications in fields such as healthcare, finance, and engineering, where AI can significantly impact quality of life.
 
Readers will discover emerging trends related to XAI such as large language models, generative AI, and natural language processing that are transforming the landscape of AI research and applications. Featuring an interdisciplinary overview, the book examines the state of the art, challenges, and opportunities in XAI, accompanied by clear examples and detailed explanations of its methods and techniques.
 
The book also offers a balanced perspective on the limitations and trade-offs of XAI and outlines future directions and opportunities for both research and practice. This book is intended for anyone who wants to learn more about XAI and understand how it can enhance trust in AI models.

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