This book offers a comprehensive exploration of federated learning (FL), a novel approach to decentralized, privacy-preserving machine learning. This book delves into the resilience and security challenges inherent to FL, such as model poisoning and malicious attacks, that jeopardize system integrity. Through cutting-edge research and practical insights, the book introduces defense mechanisms like representational similarity analysis and visual explanation techniques, which safeguard FL mo...

This book deals with the SLF/ELF wave propagation, an important branch of electromagnetic theory. The SLF/ELF wave propagation theory is well applied in earthquake electromagnetic radiation, submarine communication, thunderstorm detection, and geophysical prospecting and diagnostics. The propagation of SLF/ELF electromagnetic waves is introduced in various media like the earth-ionospheric waveguide, ionospheric plasma, sea water, earth, and the boundary between two different media or the s...

This book focuses on the modeling and analysis of large-scale array communication systems to solve the computational complexity problems caused by high-dimensional arrays. This is achieved by providing an in-depth study on several major topics, such as channel estimation, delay estimation, angle estimation, and joint angle delay estimation. Both principles and engineering practice have been addressed, with more weight placed on engineering practice. The energy efficiency optimization probl...

This book is one of the major courses for specialty of hydropower engineering. Hydropower is the most important renewable and green energy, with great development prospects in the developing countries. It contains 4 parts with 13 chapters, in which the basic concepts, basic theories, design principles, and analysis methods on turbines, water conveyance system, hydraulic transients, and powerhouses are elaborated by incorporating many practical examples. This book can be used not only as th...

In the magical time between night and day, when both the sun and the moon are in the sky, a child is born in a little blue house on a hill. And Miu Lan is not just any child, but one who can change into any shape they can imagine. The only problem is they can’t decide what to be: A boy or a girl? A bird or a fish? A flower or a shooting star? At school, though, they must endure inquisitive looks and difficult questions from the other children, and they have trouble finding friends who will...

This book reflects the latest research trends, methods and experimental results in the field of Artificial Intelligence and Autonomous Transportation, which covers abundant state-of-the-art research theories and ideas. As a vital research area that is highly relevant to current developments in a number of technological domains, the topics covered include Autonomous Transportation Systems, Autonomous Transportation Management and Control Technology, Autonomous Transportation Equipment Techn...

This book reflects the latest research trends, methods, and experimental results in the field of Artificial Intelligence and Autonomous Transportation, which covers abundant state-of-the-art research theories and ideas. As a vital research area that is highly relevant to current developments in a number of technological domains, the topics covered include Autonomous Transportation Systems, Autonomous Transportation Management and Control Technology, Autonomous Transportation Equipment Tech...

This conference is one of the most significant annual events of the China Electrotechnical Society, showcasing the latest research trends, methodologies, and experimental results in electrical, electronic, and networked energy systems. The proceedings cover a wide range of cutting-edge theories and ideas, including topics such as power systems, power electronics, smart grids, renewable energy, energy integration in transportation, advanced power technologies, and the energy internet. The a...

The five-volume set constitutes the thoroughly refereed proceedings of the 8th International Conference on Life System Modeling and Simulation, LSMS 2024, and of the 8th International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2024, which were held during September 13-15, in Suzhou, China.The 29 papers presented were carefully reviewed and selected from over 496 submissions. The LSMS and ICSEE international conference series aim to bring toget...

In-depth exploration of machine learning techniques applied to UAV operations and communications, highlighting areas of potential growth and research gapsArtificial Intelligence for Unmanned Aerial Vehicles provides a comprehensive overview of machine learning (ML) techniques used in unmanned aerial vehicle (UAV) operations, communications, sensing, and computing. It emphasizes key components of UAV activity to which ML can significantly contribute includi...

This volume provides cutting-edge research from malaria parasitology and records the success story of disease control in China. The country, which was certified malaria-free by the World Health Organization in 2021, looks back on 70 years of effort and fruitful combat history.Expert authors supply insights from Plasmodium morphology to the clinical picture of malaria, molecular and immunodiagnosis, as well as current treatment and resistance issues, making this book a valu...

This LNCS double volume LNCS 9931-9932 constitutes the refereed proceedings of the 18th Asia-Pacific Conference APWeb 2016 held in Suzhou, China, in September 2016.The 79 full papers and presented together with 24 short papers and 17 demo papers were carefully reviewed and selected from 215 submissions.the focus of the conference was on following subjects:Spatio-temporal, Textual and Multimedia Data ManagementSocial Media Data Analysis