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Federated machine learning is a novel approach to combining distributed machine learning, cryptography,... Læs mere
This book explores the synergy between VLSI and Machine Learning and its applications across various domains. It will... Læs mere
This work focuses on resilience estimation and control of cyber-physical networked systems using attacker-defender game theory. It presents attack and defense strategies and describes the design and resilience of control systems to withstand cyberattacks.
This book provides an examination of cutting-edge research and developments in the field of Artificial Intelligence. It seeks to extend the... Læs mere
Road transport is on a constant course to maintain and improve safety. Approaches to Road Safety: Evolution, Challenges, and... Læs mere
This book explores the intersection of technology and sustainability, offering a panoramic view of innovative strategies and... Læs mere
This book provides a comprehensive overview of the intersection of computational intelligence, health informatics, and computer-aided diagnosis. The book explores and highlights the latest advancements, methodologies, applications, and tools in these fields.
Explores the transformative potential of ML technologies in agriculture. It delves into specific applications, such as... Læs mere
The text begins by highlighting the benefits of the internet of things enabled machine learning in the healthcare sector, examines... Læs mere
Symbolic regression (SR) is one of the most powerful machine learning techniques that produces transparent models, searching the space of mathematical expressions for a model that... Læs mere
The book aims to demonstrate the effectiveness of federated learning in high-performance information systems and informatics-based solutions for addressing current information support requirements.
The book provides a foundational guide to statistical computing and visualisation Using R programming with an emphasis on practical data analysis skills that are directly applicable to diverse fields like finance, defence, health, and education.