Artificial Intelligence Applications for Smart Societies

Artificial Intelligence Applications for Smart Societies
Title Artificial Intelligence Applications for Smart Societies PDF eBook
Author Mohamed Elhoseny
Publisher Springer Nature
Total Pages 249
Release 2021-04-27
Genre Science
ISBN 3030630684

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This volume discusses recent advances in Artificial Intelligence (AI) applications in smart, internet-connected societies, highlighting three key focus areas. The first focus is on intelligent sensing applications. This section details the integration of Wireless Sensing Networks (WSN) and the use of intelligent platforms for WSN applications in urban infrastructures, and discusses AI techniques on hardware and software systems such as machine learning, pattern recognition, expert systems, neural networks, genetic algorithms, and intelligent control in transportation and communications systems. The second focus is on AI-based Internet of Things (IoT) systems, which addresses applications in traffic management, medical health, smart homes and energy. Readers will also learn about how AI can extract useful information from Big Data in IoT systems. The third focus is on crowdsourcing (CS) and computing for smart cities. this section discusses how CS via GPS devices, GIS tools, traffic cameras, smart cards, smart phones and road deceleration devices enables citizens to collect and share data to make cities smart, and how these data can be applied to address urban issues including pollution, traffic congestion, public safety and increased energy consumption. This book will of interest to academics, researchers and students studying AI, cloud computing, IoT and crowdsourcing in urban applications.

Current State of Art in Artificial Intelligence and Ubiquitous Cities

Current State of Art in Artificial Intelligence and Ubiquitous Cities
Title Current State of Art in Artificial Intelligence and Ubiquitous Cities PDF eBook
Author Rita Yi Man Li
Publisher Springer Nature
Total Pages 206
Release 2022-05-14
Genre Technology & Engineering
ISBN 9811907374

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This book covers artificial intelligence and ubiquitous cities. It discusses the applications of the relevant tools in bringing revolutionary new lives to mankind. It showcases various applications of artificial intelligence in benefiting human society. For example, AI classification shortens the human time required for classifying court cases; humanoid robots help us perform heavy-duty jobs like humans, connect all the smart home devices, and take care of the kids and the elderly. It also presents the application of AutoML to predict housing prices.

Information and Communications Technologies for Smart Cities and Societies

Information and Communications Technologies for Smart Cities and Societies
Title Information and Communications Technologies for Smart Cities and Societies PDF eBook
Author Roberto Menozzi
Publisher Springer Nature
Total Pages 136
Release 2023-10-09
Genre Technology & Engineering
ISBN 3031394461

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This book offers an overview of digital, IoT and intelligent technologies, applications and solutions that are contributing to shape the digital, inclusive, and sustainable transformation of contemporary cities. Based on peer-reviewed contributions to the workshop "Information and Communications Technologies for Smart Cities and Societies", held on December 2, 2022, at the University of Parma, Italy, it offers a multidisciplinary, authoritative snapshot for researchers, architects, and engineers, as well as professionals and policy makers, involved in planning the city of the future. The book describes practical case studies, discussing challenges and opportunities of the integration of ICTs in the planning and management of future cities.

AI and IoT for Smart City Applications

AI and IoT for Smart City Applications
Title AI and IoT for Smart City Applications PDF eBook
Author Vincenzo Piuri
Publisher Springer Nature
Total Pages 241
Release 2022-01-04
Genre Technology & Engineering
ISBN 9811674981

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This book provides a valuable combination of relevant research works on developing smart city ecosystem from the artificial intelligence (AI) and Internet of things (IoT) perspective. The technical research works presented here are focused on a number of aspects of smart cities: smart mobility, smart living, smart environment, smart citizens, smart government, and smart waste management systems as well as related technologies and concepts. This edited book offers critical insight to the key underlying research themes within smart cities, highlighting the limitations of current developments and potential future directions.

Explainable Artificial Intelligence for Smart Cities

Explainable Artificial Intelligence for Smart Cities
Title Explainable Artificial Intelligence for Smart Cities PDF eBook
Author Mohamed Lahby
Publisher CRC Press
Total Pages 360
Release 2021-11-10
Genre Technology & Engineering
ISBN 1000472361

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Thanks to rapid technological developments in terms of Computational Intelligence, smart tools have been playing active roles in daily life. It is clear that the 21st century has brought about many advantages in using high-level computation and communication solutions to deal with real-world problems; however, more technologies bring more changes to society. In this sense, the concept of smart cities has been a widely discussed topic in terms of society and Artificial Intelligence-oriented research efforts. The rise of smart cities is a transformation of both community and technology use habits, and there are many different research orientations to shape a better future. The objective of this book is to focus on Explainable Artificial Intelligence (XAI) in smart city development. As recently designed, advanced smart systems require intense use of complex computational solutions (i.e., Deep Learning, Big Data, IoT architectures), the mechanisms of these systems become ‘black-box’ to users. As this means that there is no clear clue about what is going on within these systems, anxieties regarding ensuring trustworthy tools also rise. In recent years, attempts have been made to solve this issue with the additional use of XAI methods to improve transparency levels. This book provides a timely, global reference source about cutting-edge research efforts to ensure the XAI factor in smart city-oriented developments. The book includes both positive and negative outcomes, as well as future insights and the societal and technical aspects of XAI-based smart city research efforts. This book contains nineteen contributions beginning with a presentation of the background of XAI techniques and sustainable smart-city applications. It then continues with chapters discussing XAI for Smart Healthcare, Smart Education, Smart Transportation, Smart Environment, Smart Urbanization and Governance, and Cyber Security for Smart Cities.

Smart Cities and Smart Governance

Smart Cities and Smart Governance
Title Smart Cities and Smart Governance PDF eBook
Author Elsa Estevez
Publisher Springer Nature
Total Pages 408
Release 2021-03-16
Genre Law
ISBN 3030610330

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This edited volume discusses smart cities and smart governance within the framework of the 22nd century sustainable city. Written by members of the Smart Cities Smart Government Research Practice Consortium (SCSGRPC), an international multidisciplinary consortium of researchers and practitioners devoted to studying smart governance, this book provides a foundation for global efforts to envision and prepare for the next generation city by advancing understanding of the nature of and need for novel policies, new administrative practices, and enabling technologies required to advance urban governance, governments, and infrastructure. The chapters focus on practical models and approaches, theoretical frameworks, policy models, emerging issues, questions and research problems, as well as including case studies from different parts of the world. A valuable addition to the body of knowledge on smartness in urban government, this book will be of use to researchers in the fields of public administration, political science, information science, and information systems, as well as policy makers and government officials working on implementing smart technology in their cities.

Artificial Intelligence and Machine Learning for Smart Community

Artificial Intelligence and Machine Learning for Smart Community
Title Artificial Intelligence and Machine Learning for Smart Community PDF eBook
Author T V Ramana
Publisher CRC Press
Total Pages 182
Release 2024-01-26
Genre Computers
ISBN 1003835716

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Intelligent systems are technologically advanced machines that perceive and respond to the world around them. Artificial Intelligence and Machine Learning for Smart Community: Concepts and Applications presents the evolution, challenges, and limitations of the application of machine learning and artificial intelligence to intelligent systems and smart communities. Covers the core and fundamental aspects of artificial intelligence, machine learning, and computational algorithms in smart intelligent systems Discusses the integration of artificial intelligence with machine learning using mathematical modeling Elaborates concepts like supervised and unsupervised learning, and machine learning algorithms, such as linear regression, logistic regression, random forest, and performance evaluation matrices Introduces modern algorithms such as convolutional neural networks and support vector machines Presents case studies on smart healthcare, smart traffic management, smart buildings, autonomous vehicles, smart education, modern community, and smart machines Artificial Intelligence and Machine Learning for Smart Community: Concepts and Applications is primarily written for graduate students and academic researchers working in the fields of computer science and engineering, electrical engineering, and information technology. Seasonal Blurb: This reference text presents the most recent and advanced research on the application of artificial intelligence and machine learning on intelligent systems. It will discuss important topics such as business intelligence, reinforcement learning, supervised learning, and unsupervised learning in a comprehensive manner.