Poonam Saini – författare

This book presents a comprehensive exploration of federated learning and its transformative potential across industries, focusing on privacy-preserving, decentralized AI solutions. It introduces novel frameworks and applications in healthcare, smart transportation, energy optimization, and Industry 4.0, emphasizing real-world use cases and addressing key challenges in privacy, scalability, and collaboration. By bridging theory and practice, the book provides actionable insights into implementing federated learning for dynamic, interconnected ecosystems like the Industrial Internet of Everything (IoE). Aimed at researchers, practitioners, and policymakers, it offers cutting-edge strategies to enhance efficiency, security, and innovation in diverse industrial domains.

This book presents a comprehensive exploration of federated learning and its transformative potential across industries, focusing on privacy-preserving, decentralized AI solutions. It introduces novel frameworks and applications in healthcare, smart transportation, energy optimization, and Industry 4.0, emphasizing real-world use cases and addressing key challenges in privacy, scalability, and collaboration. By bridging theory and practice, the book provides actionable insights into implementing federated learning for dynamic, interconnected ecosystems like the Industrial Internet of Everything (IoE). Aimed at researchers, practitioners, and policymakers, it offers cutting-edge strategies to enhance efficiency, security, and innovation in diverse industrial domains.

This book contains the proceedings of the 1st International Conference on Artificial Intelligence, Computing Technologies, Internet of Things, and Data Analytics – AICTA 2023. The theme of the conference is “Artificial Intelligence and Its Applications.” It focuses on recent trends and innovative approaches across various domains of Computer Engineering, such as cloud computing, image processing and computer vision, machine learning and deep learning, IoT, analytics, and security. The book introduces new ideas in artificial intelligence and its subfields, including machine learning and deep neural networks. This volume will be valuable for researchers and practitioners in computer engineering and related fields.