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Federated Learning for IoT Applications
This book presents how federated learning helps to understand and learn from user activity in Internet of Things (IoT) applications while protecting user privacy. The authors first show how federated learning provides a unique way to build personalized models using data without intruding on users’ privacy. The authors then provide a comprehensive survey of state-of-the-art research on federated learning, giving the reader a general overview of the field. The book also investigates how a personalized federated learning framework is needed in cloud-edge architecture as well as in wireless-edge architecture for intelligent IoT applications. To cope with the heterogeneity issues in IoT environ...
Intelligent Computing in Engineering
This book comprises select papers from the international conference on Research in Intelligent and Computing in Engineering (RICE 2019) held at Hanoi University of Industry, Hanoi, Vietnam. The volume focuses on current research on various computing models such as centralized, distributed, cluster, grid and cloud. The contents cover recent advances in wireless sensor networks, mobile ad hoc networks, internet of things, machine learning, grid and cloud computing, and their various applications. The book will help researchers as well as professionals to gain insight into the rapidly evolving fields of internet computing and data mining.
Artificial Intelligence and Machine Learning for COVID-19
This book is dedicated to addressing the major challenges in fighting COVID-19 using artificial intelligence (AI) and machine learning (ML) – from cost and complexity to availability and accuracy. The aim of this book is to focus on both the design and implementation of AI-based approaches in proposed COVID-19 solutions that are enabled and supported by sensor networks, cloud computing, and 5G and beyond. This book presents research that contributes to the application of ML techniques to the problem of computer communication-assisted diagnosis of COVID-19 and similar diseases. The authors present the latest theoretical developments, real-world applications, and future perspectives on this ...
Wireless Communication Security
WIRELESS COMMUNICATION SECURITY Presenting the concepts and advances of wireless communication security, this volume, written and edited by a global team of experts, also goes into the practical applications for the engineer, student, and other industry professionals. Covering a broad range of topics in wireless communication security and its solutions, this outstanding new volume is of great interest to engineers, scientists, and students from a variety of backgrounds and interests. Focusing on providing the theory of wireless communication within the framework of its practical applications, the contributors take on a wealth of topics, integrating seemingly diverse areas under one cover. Wi...
AI and IoT-based Intelligent Health Care & Sanitation
The book aims to provide a deeper understanding of the synergistic impact of Artificial intelligence (AI) and the Internet of Things (IoT) for disease detection. It presents a collection of topics designed to explain methods to detect different diseases in humans and plants. Chapters are edited by experts in IT and machine learning, and are structured to make the volume accessible to a wide range of readers. Key Features: - 17 Chapters present information about the applications of AI and IoT in clinical medicine and plant biology - Provides examples of algorithms for heart diseases, Alzheimer’s disease, cancer, pneumonia and more - Includes techniques to detect plant disease - Includes inf...
Science and Technologies for Smart Cities
This book constitutes the refereed proceedings of the 6th Annual Smart City 360° Summit. Due to COVID-19 pandemic the conference was held virtually. The volume combines selected papers of seven conferences, namely AISCOVID 2020 - International Conference on AI-assisted Solutions for COVID-19 and Biomedical Applications in Smart-Cities; EdgeIoT 2020 - International Conference on Intelligent Edge Processing in the IoT Era; IC4S 2020 - International Conference on Cognitive Computing and Cyber Physical Systems; CiCom 2020 - International Conference on Computational Intelligence and Communications; S-Cube 2020 - International Conference on Sensor Systems and Software; SmartGov 2020 - International Conference on Smart Governance for Sustainable Smart Cities; and finnally, the Urb-IOT 2020 -International Conference on IoT in Urban Space.
INNOVA+ LABS: Estudos sobre inovação, propriedade intelectual, transferência de tecnologia e políticas públicas – Volume 1
Este livro é o primeiro volume de resultados de pesquisas do grupo INNOVA+ LABS. Somos uma equipe dedicada de profissionais das mais diversas áreas do conhecimento que atuam em pesquisas envolvendo a temática da inovação, permeando a propriedade intelectual e/ou transferência de tecnologias. Desenvolvemos projetos de P&D&I que gerem impacto global e entreguem resultados relevantes para a nossa sociedade, principalmente em formato de inovações tecnológicas. http://dgp.cnpq.br/dgp/espelhogrupo/528918
Artificial Intelligence and Machine Learning for COVID-19
This book is dedicated to addressing the major challenges in fighting COVID-19 using artificial intelligence (AI) and machine learning (ML) – from cost and complexity to availability and accuracy. The aim of this book is to focus on both the design and implementation of AI-based approaches in proposed COVID-19 solutions that are enabled and supported by sensor networks, cloud computing, and 5G and beyond. This book presents research that contributes to the application of ML techniques to the problem of computer communication-assisted diagnosis of COVID-19 and similar diseases. The authors present the latest theoretical developments, real-world applications, and future perspectives on this ...
Fintechs im Finanzsektor. Eine Analyse der technologischen, ökonomischen, regulatorischen und gesellschaftlichen Aspekte
Bachelorarbeit aus dem Jahr 2023 im Fachbereich VWL - Finanzwissenschaft, Note: 1, Johannes Kepler Universität Linz, Sprache: Deutsch, Abstract: In dieser Arbeit werden technologische, ökonomische, regulatorische und gesellschaftliche Aspekte von FinTechs analysiert, um ein umfassendes Verständnis ihrer Auswirkungen zu bekommen. In diesem Kontext werden folgende Forschungsfragen behandelt: Welche Technologien sind für die Entwicklung von FinTechs am wichtigsten und welchen Einfluss haben sie auf Geschäftsmodelle? Welche Auswirkungen hat die Entwicklung von FinTechs auf traditionelle Finanzinstitute? Welche Rolle spielt die Regulierung im Zusammenhang mit FinTechs und wie können diese m...
