Description: Explainable AI Within the Transformation and Cyber Physical Systems: Xai Methods and Applications by Sayed-Mouchaweh, Moamar, ISBN 3030764117, ISBN-13 9783030764111, Brand New, Free shipping in the US This book presents Explainable Artificial Intelligence (XAI), which aims at producing explainable models that enable human users to understand and appropriately trust the obtained results. The authors discuss the challenges involved in making machine learning-based AI explainable. Firstly, that the explanations must be adapted to different stakeholders (end-users, policy makers, industries, utilities etc.) with different levels of technical knowledge (managers, engineers, technicians, etc.) in different application domains. Secondly, that it is important to develop an evaluation framework and standards in order to measure the effectiveness of the provided explanations at the human and the technical levels. This book gathers research contributions aiming at the development and/or the use of XAI techniques in order to address the aforementioned challenges in different applications such as healthcare, finance, cybersecurity, and document summarization. It allows highlighting the benefits and requirements of using explainable models in different application domains in order to provide guidance to readers to select the most adapted models to their specified problem and conditions. Includes recent developments of the use of Explainable Artificial Intelligence (XAI) in order to address the challenges of transition and cyber-physical systems;Provides a textual scientific description of the use of XAI in order to address the challenges of transition and cyber-physical systems;Presents examples and case studies in order to increase transparency and understanding of the methodological concepts.
Price: 217.87 USD
Location: Jessup, Maryland
End Time: 2024-11-03T22:47:35.000Z
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Restocking Fee: No
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 14 Days
Refund will be given as: Money Back
Book Title: Explainable AI Within the Digital Transformation and Cyber Physical Systems : XAI Methods and Applications
Number of Pages: X, 198 Pages
Language: English
Publisher: Springer International Publishing A&G
Publication Year: 2022
Topic: Engineering (General), Intelligence (Ai) & Semantics, Telecommunications
Illustrator: Yes
Genre: Computers, Technology & Engineering
Item Weight: 11.5 Oz
Item Length: 9.3 in
Author: Moamar Sayed-Mouchaweh
Item Width: 6.1 in
Format: Trade Paperback
