Explainable AI Within the Digital Transformation and Cyber Physical Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Explainable AI Within the Digital Transformation and Cyber Physical Systems write by Moamar Sayed-Mouchaweh. This book was released on 2021-10-30. Explainable AI Within the Digital Transformation and Cyber Physical Systems available in PDF, EPUB and Kindle. 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 digital transition and cyber-physical systems; Provides a textual scientific description of the use of XAI in order to address the challenges of digital transition and cyber-physical systems; Presents examples and case studies in order to increase transparency and understanding of the methodological concepts.
Explainable AI Within the Digital Transformation and Cyber Physical Systems
Explainable AI Within the Digital Transformation and Cyber Physical Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Explainable AI Within the Digital Transformation and Cyber Physical Systems write by Moamar Sayed-Mouchaweh. This book was released on 2021. Explainable AI Within the Digital Transformation and Cyber Physical Systems available in PDF, EPUB and Kindle. 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 digital transition and cyber-physical systems; Provides a textual scientific description of the use of XAI in order to address the challenges of digital transition and cyber-physical systems; Presents examples and case studies in order to increase transparency and understanding of the methodological concepts.
Explainable Artificial Intelligence (XAI) in Manufacturing
Explainable Artificial Intelligence (XAI) in Manufacturing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Explainable Artificial Intelligence (XAI) in Manufacturing write by Tin-Chih Toly Chen. This book was released on 2023-03-16. Explainable Artificial Intelligence (XAI) in Manufacturing available in PDF, EPUB and Kindle. This book provides a comprehensive overview of the latest developments in Explainable AI (XAI) and its applications in manufacturing. It covers the various methods, tools, and technologies that are being used to make AI more understandable and communicable for factory workers. With the increasing use of AI in manufacturing, there is a growing need to address the limitations of advanced AI methods that are difficult to understand or explain to those without a background in AI. This book addresses this need by providing a systematic review of the latest research and advancements in XAI specifically tailored for the manufacturing industry. The book includes real-world case studies and examples to illustrate the practical applications of XAI in manufacturing. It is a valuable resource for researchers, engineers, and practitioners working in the field of AI and manufacturing.
Role of Explainable Artificial Intelligence in E-Commerce
Role of Explainable Artificial Intelligence in E-Commerce - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Role of Explainable Artificial Intelligence in E-Commerce write by Loveleen Gaur. This book was released on . Role of Explainable Artificial Intelligence in E-Commerce available in PDF, EPUB and Kindle.
Towards Ethical and Socially Responsible Explainable AI
Towards Ethical and Socially Responsible Explainable AI - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Towards Ethical and Socially Responsible Explainable AI write by Mohammad Amir Khusru Akhtar. This book was released on . Towards Ethical and Socially Responsible Explainable AI available in PDF, EPUB and Kindle.
