Advances in Deep Learning Applications for Smart Cities

Advances in Deep Learning Applications for Smart Cities
Title Advances in Deep Learning Applications for Smart Cities PDF eBook
Author Kumar, Rajeev
Publisher IGI Global
Pages 335
Release 2022-05-13
Genre Political Science
ISBN 1799897125

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Within the past decade, technology has grown exponentially, and governments have promoted smart cities. Emerging smart cities have become both crucibles and showrooms for the practical application of the internet of things (IoT), cloud computing, and the integration of big data into everyday life. This complex concoction requires new thinking of the synergistic utilization of deep learning and blockchain methods and data-driven decision making with automation infrastructure, autonomous transportation, and more. Advances in Deep Learning Applications for Smart Cities provides a global perspective on current and future trends concerning the integration of deep learning and blockchain for smart cities. It provides valuable insights on the best practices and success factors for smart cities. Covering topics such as digital healthcare, object detection methods, and power consumption, this book is an excellent reference for researchers, scientists, libraries, industry experts, government organizations, students and educators of higher education, business professionals, communication and marketing agencies, entrepreneurs, and academicians.

Advances in Deep Learning Applications for Smart Cities

Advances in Deep Learning Applications for Smart Cities
Title Advances in Deep Learning Applications for Smart Cities PDF eBook
Author Rajeev Kumar
Publisher
Pages 325
Release 2022
Genre City planning
ISBN 9781799897101

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Industrial informatics lies at the strategic intersection of multiple disciplines that can comprehensively realize a learning vision of smart cities. This book is ideal for academicians, researchers, authors, industry experts, software engineers, and students.

Artificial Intelligence and Machine Learning in Smart City Planning

Artificial Intelligence and Machine Learning in Smart City Planning
Title Artificial Intelligence and Machine Learning in Smart City Planning PDF eBook
Author Vedik Basetti
Publisher Elsevier
Pages 362
Release 2023-01-11
Genre Business & Economics
ISBN 0323995047

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Artificial Intelligence and Machine Learning in Smart City Planning shows the reader practical applications of AIML techniques and describes recent advancements in this area in various sectors. Owing to the multidisciplinary nature, this book primarily focuses on the concepts of AIML and its methodologies such as evolutionary techniques, neural networks, machine learning, deep learning, block chain technology, big data analytics, and image processing in the context of smart cities. The text also discusses possible solutions to different challenges posed by smart cities by presenting cutting edge AIML techniques using different methodologies, as well as future directions for those same techniques. Reviews the smart city concept and teaches how it can contribute to achieving urban development priorities Explains soft computing techniques for smart city applications Describes how to model problems for effective analysis, intelligent decision making, and optimal operation and control in the smart city paradigm Teaches how to carry out independent projects using soft computing techniques in a vast range of areas in diverse fields like engineering, management, and sciences

Artificial Intelligence Applications to Smart City and Smart Enterprise

Artificial Intelligence Applications to Smart City and Smart Enterprise
Title Artificial Intelligence Applications to Smart City and Smart Enterprise PDF eBook
Author Donato Impedovo
Publisher MDPI
Pages 374
Release 2020-11-23
Genre Technology & Engineering
ISBN 3039364375

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Smart cities operate under more resource-efficient management and economy than ordinary cities. As such, advanced business models have emerged around smart cities, which led to the creation of smart enterprises and organizations that depend on advanced technologies. This book includes 21 selected and peer-reviewed articles contributed in the wide spectrum of artificial intelligence applications to smart cities. Chapters refer to the following areas of interest: vehicular traffic prediction, social big data analysis, smart city management, driving and routing, localization, safety, health, and life quality.

IoT and WSN based Smart Cities: A Machine Learning Perspective

IoT and WSN based Smart Cities: A Machine Learning Perspective
Title IoT and WSN based Smart Cities: A Machine Learning Perspective PDF eBook
Author Shalli Rani
Publisher Springer Nature
Pages 288
Release 2022-05-30
Genre Technology & Engineering
ISBN 3030841820

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This book provides an investigative approach to how machine learning is helping to maintain and secure smart cities, including principal uses such as smart monitoring, privacy, reliability, and public protection. The authors cover important areas and issues around implementation roadblocks, ideas, and opportunities in smart city development. The authors also include new algorithms, architectures and platforms that can accelerate the growth of smart city concepts and applications. Moreover, this book provides details on specific applications and case studies related to smart city infrastructures, big data management, and prediction techniques using machine learning.

Innovations in Smart Cities Applications Volume 6

Innovations in Smart Cities Applications Volume 6
Title Innovations in Smart Cities Applications Volume 6 PDF eBook
Author Mohamed Ben Ahmed
Publisher Springer Nature
Pages 908
Release 2023-03-01
Genre Technology & Engineering
ISBN 3031268520

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This book highlights original research and recent advances in various fields related to smart cities and their applications. Bringing together new contributions by prominent researchers from around the globe, the book is a rich pedagogical tool and an inspiring research support for courses on computer science, electrical engineering, and urban sciences. The book gathers papers presented at the 7th International Conference on Smart City Applications (SCA 2022), held on October 19–21, 2022, in Castelo Branco, Portugal. The technical program of SCA 2022 consisted of 80 papers. The keynote speakers were Eng. Loide Monteiro (Foundation Smart City Cape Verde), Prof. Teodora Vuckovic (University of Novi Sad), Prof. Susana Sargento (University of Aveiro), Prof. Andy Van Den Dobblesteen (TU Delft), and Prof. Juan Corchado (University of Salamanca). SCA 2022 provided a good forum for all researchers to discuss all aspects of science and technology that are relevant to smart city applications.

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
Pages 361
Release 2021-11-09
Genre Computers
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.