
Автор: Pethuru Raj, B. Sundaravadivazhagan, A. Saleem Raja, Mohammed M. Alani
Издательство: CRC Press
Год: 2025
Страниц: 344
Язык: английский
Формат: pdf (true), epub
Размер: 13.6 MB
Edge AI is the seamless and spontaneous combination of Edge or Fog computing and AI. It enables acquiring real-time insights, which, in turn, leads to the realization of real-time, people-centric, event-driven, business-critical, process-aware, and knowledge-filled software services and applications. Edge AI for Industry 5.0 and Healthcare 5.0 Applications looks at the unique contributions of Edge AI for developing solutions for Industry 5.0 and Healthcare 5.0. It explains how Industry 5.0 fine tunes the human-machine connection and leverages tiny, high-performance AI-centric processors in IoT edge devices for real-time decision-making and application processing. In critical sectors such as healthcare, finance, and autonomous cars, where transparency and accountability are essential for the safety and well-being of users, the importance of XAI is particularly evident. Healthcare 5.0 can be developed and implemented using XAI. Integrating cutting-edge technologies such as Artificial Intelligence (AI), Internet of Things (IoT), Big Data analytics, blockchain and 5G, next-generation healthcare systems to enhance efficiency, improve patient outcomes, and revolutionize the healthcare landscape. It is also known as Healthcare 5.0. Explainable AI (XAI) refers to Artificial Intelligence that can provide meaningful and meaningful explanations for their decisions and actions.