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Smart Cities and Artificial Intelligence

Smart Cities and Artificial Intelligence
A Book

by Christopher Grant Kirwan,Fu Zhiyong

  • Publisher : Unknown Publisher
  • Release : 2020-02
  • Pages : 256
  • ISBN : 0128170247
  • Language : En, Es, Fr & De
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Smart Cities and Artificial Intelligence offers a comprehensive view of how cities are evolving as smart ecosystems through the convergence of technologies incorporating machine learning and neural network capabilities, geospatial intelligence, data analytics & visualization, sensors, and smart connected objects to name a few. These recent advances in AI move us closer to developing operating systems that simulate human, machine, and environmental patterns from transportation infrastructure to communication networks. Understanding cities as real-time, living, dynamic systems coupled with new tools including generative design allows readers to plan, manage, and optimize city operations, making cities more efficient and sustainable with the ultimate goal of becoming self-regulating. Smart Cities and Artificial Intelligence provides a transdisciplinary, integrated approach, using theoretical and applied insights to examine how the digital and physical worlds are converging and how a new combination of human and machine intelligence is capable of transforming the experience of the urban environment. It provides a fresh holistic perspective on smart cities through an interconnect stream of theory, methodology, system architecture, and the application of Smart City Functions to define an integrated process of the design, planning, and implementation of smart cities.

AI-Based Services for Smart Cities and Urban Infrastructure

AI-Based Services for Smart Cities and Urban Infrastructure
A Book

by Lyu, Kangjuan,Hu, Min,Du, Juan,Sugumaran, Vijayan

  • Publisher : IGI Global
  • Release : 2020-09-04
  • Pages : 353
  • ISBN : 1799850250
  • Language : En, Es, Fr & De
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Cities are the next frontier for artificial intelligence to permeate. As smart urban environments become possible, probable, and even preferred, artificial intelligence offers the chance for even further advancement through infrastructure and industry boosting. Opportunity overflows, but without thorough research to guide a complicated development and implementation process, urban environments can become disorganized and outright dangerous for citizens. AI-Based Services for Smart Cities and Urban Infrastructure is a collection of innovative research that explores artificial intelligence (AI) applications in urban planning. In addition, the book looks at how the internet of things and AI can work together to enable a real smart city and discusses state-of-the-art techniques in urban infrastructure design, construction, operation, maintenance, and management. While highlighting a broad range of topics including construction management, public transportation, and smart agriculture, this book is ideally designed for engineers, entrepreneurs, urban planners, architects, policymakers, researchers, academicians, and students.

Artificial Intelligence Applications to Smart City and Smart Enterprise

Artificial Intelligence Applications to Smart City and Smart Enterprise
A Book

by Donato Impedovo,Giuseppe Pirlo

  • Publisher : MDPI
  • Release : 2020-11-23
  • Pages : 374
  • ISBN : 3039364375
  • Language : En, Es, Fr & De
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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.

Artificial Intelligence Applications for Smart Societies

Artificial Intelligence Applications for Smart Societies
Recent Advances

by Mohamed Elhoseny

  • Publisher : Springer Nature
  • Release : 2021
  • Pages : 329
  • ISBN : 3030630684
  • Language : En, Es, Fr & De
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Artificial Intelligence for IoT Cookbook

Artificial Intelligence for IoT Cookbook
Over 70 recipes for building AI solutions for smart homes, industrial IoT, and smart cities

by Michael Roshak

  • Publisher : Packt Publishing Ltd
  • Release : 2021-03-05
  • Pages : 260
  • ISBN : 1838986499
  • Language : En, Es, Fr & De
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Implement machine learning and deep learning techniques to perform predictive analytics on real-time IoT data Key Features Discover quick solutions to common problems that you'll face while building smart IoT applications Implement advanced techniques such as computer vision, NLP, and embedded machine learning Build, maintain, and deploy machine learning systems to extract key insights from IoT data Book Description Artificial intelligence (AI) is rapidly finding practical applications across a wide variety of industry verticals, and the Internet of Things (IoT) is one of them. Developers are looking for ways to make IoT devices smarter and to make users' lives easier. With this AI cookbook, you'll be able to implement smart analytics using IoT data to gain insights, predict outcomes, and make informed decisions, along with covering advanced AI techniques that facilitate analytics and learning in various IoT applications. Using a recipe-based approach, the book will take you through essential processes such as data collection, data analysis, modeling, statistics and monitoring, and deployment. You'll use real-life datasets from smart homes, industrial IoT, and smart devices to train and evaluate simple to complex models and make predictions using trained models. Later chapters will take you through the key challenges faced while implementing machine learning, deep learning, and other AI techniques, such as natural language processing (NLP), computer vision, and embedded machine learning for building smart IoT systems. In addition to this, you'll learn how to deploy models and improve their performance with ease. By the end of this book, you'll be able to package and deploy end-to-end AI apps and apply best practice solutions to common IoT problems. What you will learn Explore various AI techniques to build smart IoT solutions from scratch Use machine learning and deep learning techniques to build smart voice recognition and facial detection systems Gain insights into IoT data using algorithms and implement them in projects Perform anomaly detection for time series data and other types of IoT data Implement embedded systems learning techniques for machine learning on small devices Apply pre-trained machine learning models to an edge device Deploy machine learning models to web apps and mobile using TensorFlow.js and Java Who this book is for If you're an IoT practitioner looking to incorporate AI techniques to build smart IoT solutions without having to trawl through a lot of AI theory, this AI IoT book is for you. Data scientists and AI developers who want to build IoT-focused AI solutions will also find this book useful. Knowledge of the Python programming language and basic IoT concepts is required to grasp the concepts covered in this artificial intelligence book more effectively.

Smart Cities

Smart Cities
A Spatialised Intelligence - AD Primer

by Antoine Picon

  • Publisher : John Wiley & Sons
  • Release : 2015-11-16
  • Pages : 168
  • ISBN : 1119075599
  • Language : En, Es, Fr & De
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As cities compete globally, the Smart City has been touted as the important new strategic driver for regeneration and growth. Smart Cities are employing information and communication technologies in the quest for sustainable economic development and the fostering of new forms of collective life. This has made the Smart City an essential focus for engineers, architects, urban designers, urban planners, and politicians, as well as businesses such as CISCO, IBM and Siemens. Despite its broad appeal, few comprehensive books have been devoted to the subject so far, and even fewer have tried to relate it to cultural issues and to assume a truly critical stance by trying to decipher its consequences on urban space and experience. This cultural and critical lens is all the more important as the Smart City is as much an ideal permeated by Utopian beliefs as a concrete process of urban transformation. This ideal possesses a strong self-fulfilling character: our cities will become ‘Smart’ because we want them to. This book opens with an examination of the technological reality on which Smart Cities are built, from the chips and sensors that enable us to monitor what happens within the infrastructure to the smartphones that connect individuals. Through these technologies, the urban space appears as activated, almost sentient. This activation generates two contrasting visions: on the one hand, a neo-cybernetic ambition to steer the city in the most efficient way; and on the other, a more bottom-up, participative approach in which empowered individuals invent new modes of cooperation. A thorough analysis of these two trends reveals them to be complementary. The Smart City of the near future will result from their mutual adjustment. In this process, urban space plays a decisive role. Smart Cities are contemporary with a ‘spatial turn’ of the digital. Based on key technological developments like geo-localisation and augmented reality, the rising importance of space explains the strategic role of mapping in the evolution of the urban experience. Throughout this exploration of some of the key dimensions of the Smart City, this book constantly moves from the technological to the spatial as well as from a critical assessment of existing experiments to speculations on the rise of a new form of collective intelligence. In the future, cities will become smarter in a much more literal way than what is often currently assumed.

Smart Cities: Big Data Prediction Methods and Applications

Smart Cities: Big Data Prediction Methods and Applications
A Book

by Hui Liu

  • Publisher : Springer Nature
  • Release : 2020-03-25
  • Pages : 314
  • ISBN : 9811528373
  • Language : En, Es, Fr & De
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Smart Cities: Big Data Prediction Methods and Applications is the first reference to provide a comprehensive overview of smart cities with the latest big data predicting techniques. This timely book discusses big data forecasting for smart cities. It introduces big data forecasting techniques for the key aspects (e.g., traffic, environment, building energy, green grid, etc.) of smart cities, and explores three key areas that can be improved using big data prediction: grid energy, road traffic networks and environmental health in smart cities. The big data prediction methods proposed in this book are highly significant in terms of the planning, construction, management, control and development of green and smart cities. Including numerous case studies to explain each method and model, this easy-to-understand book appeals to scientists, engineers, college students, postgraduates, teachers and managers from various fields of artificial intelligence, smart cities, smart grid, intelligent traffic systems, intelligent environments and big data computing.

Data-Driven Mining, Learning and Analytics for Secured Smart Cities

Data-Driven Mining, Learning and Analytics for Secured Smart Cities
Trends and Advances

by Chinmay Chakraborty

  • Publisher : Springer Nature
  • Release : 2021
  • Pages : 329
  • ISBN : 3030721396
  • Language : En, Es, Fr & De
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Smart Cities: A Data Analytics Perspective

Smart Cities: A Data Analytics Perspective
A Book

by Mohammad Ayoub Khan,Fahad Algarni,Mohammad Tabrez Quasim

  • Publisher : Springer Nature
  • Release : 2020-12-11
  • Pages : 319
  • ISBN : 3030609227
  • Language : En, Es, Fr & De
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This book offers practical as well as conceptual knowledge of the latest trends, tools, techniques and methodologies of data analytics in smart cities. The smart city is an advanced technological area that is capable of understanding the environment by examining the data to improve the livability. The smart cities allow different kinds of wireless sensors to gather massive amounts, full speed and a broad range of city data. The smart city has a focus on data analytics facilitated through the IoT platforms. There is a need to customize the IoT architecture and infrastructures to address needs in application of specific domains of smart cities such as transportation, traffic, health and, environment. The smart cities will provide next generation development technologies for urbanization that includes the need of environmental sustainability, personalization, mobility, optimum energy utilization, better administrative services and higher quality of life. Each chapter presents the reader with an in-depth investigation regarding the possibility of data analytics perspective in smart cities. The book presents cutting-edge and future perspectives of smart cities, where industry experts, scientists, and scholars exchange ideas and experience about surrounding frontier technologies, breakthrough and innovative solutions and applications.

Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications

Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications
ICMISC 2020

by Vinit Kumar Gunjan,Jacek M. Zurada

  • Publisher : Springer Nature
  • Release : 2020-10-17
  • Pages : 998
  • ISBN : 9811572348
  • Language : En, Es, Fr & De
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This book gathers selected research papers presented at the International Conference on Recent Trends in Machine Learning, IOT, Smart Cities & Applications (ICMISC 2020), held on 29–30 March 2020 at CMR Institute of Technology, Hyderabad, Telangana, India. Discussing current trends in machine learning, Internet of things, and smart cities applications, with a focus on multi-disciplinary research in the area of artificial intelligence and cyber-physical systems, this book is a valuable resource for scientists, research scholars and PG students wanting formulate their research ideas and find the future directions in these areas. Further, it serves as a reference work anyone wishing to understand the latest technologies used by practicing engineers around the globe.

Intelligence in IoT-enabled Smart Cities

Intelligence in IoT-enabled Smart Cities
A Book

by Fadi Al-Turjman

  • Publisher : CRC Press
  • Release : 2018-12-19
  • Pages : 230
  • ISBN : 0429666357
  • Language : En, Es, Fr & De
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Smart Cities and intelligence are among the most significant topics in IoT. Intelligence in communication and infrastructure implementation is at the heart of this concept, and its development is a key issue in smart cities. This book addresses the challenges in realizing intelligence in smart cities and sensing platforms in the era of cloud computing and IoT, varying from cost and energy efficiency to availability and service quality. It focuses on both the design and implementation aspects of artificial intelligence approaches in smart cities and sensing applications that are enabled and supported by IoT paradigms, and mainly on data delivery approaches and their performability aspects.

Blockchain Technology for Smart Cities

Blockchain Technology for Smart Cities
A Book

by Dhananjay Singh,Navin Singh Rajput

  • Publisher : Springer Nature
  • Release : 2020-02-07
  • Pages : 180
  • ISBN : 9811522057
  • Language : En, Es, Fr & De
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This book provides a comprehensive overview of various aspects of the development of smart cities from a secure, trusted, and reliable data transmission perspective. It presents theoretical concepts and empirical studies, as well as examples of smart city programs and their capacity to create value for citizens. The contributions offer a panorama of the most important aspects of smart city evolution and implementation within various frameworks, such as healthcare, education, and transportation. Comparing current advanced applications and best practices, the book subsequently explores how smart environments and programs could help improve the quality of life in urban spaces and promote cultural and economic development.

Smart cities

Smart cities
shaping the society of 2030

by Netexplo

  • Publisher : UNESCO Publishing
  • Release : 2021
  • Pages : 351
  • ISBN : 9231003178
  • Language : En, Es, Fr & De
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The Rise of Autonomous Smart Cities

The Rise of Autonomous Smart Cities
Technology, Economic Performance and Climate Resilience

by Zaheer Allam

  • Publisher : Springer Nature
  • Release : 2020
  • Pages : 97
  • ISBN : 3030594483
  • Language : En, Es, Fr & De
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Internet of Energy for Smart Cities

Internet of Energy for Smart Cities
Machine Learning Models and Techniques

by ANISH. KUMAR JINDAL (NEERAJ. AUJLA, GAGANGEET SINGH.),Neeraj Kumar,Gagangeet Singh Aujla

  • Publisher : CRC Press
  • Release : 2021-06-30
  • Pages : 328
  • ISBN : 9780367497750
  • Language : En, Es, Fr & De
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Machine learning approaches has the capability to learn and adapt to the constantly evolving demands of large Internet-of-energy (IoE) network. The focus of this book is on using the machine learning approaches to present various solutions for IoE network in smart cities to solve various research gaps such as demand response management, resource management and effective utilization of the underlying ICT network. It provides in-depth knowledge to build the technical understanding for the reader to pursue various research problems in this field. Moreover, the example problems in smart cities and their solutions using machine learning are provided as relatable to the real-life scenarios. Aimed at Graduate Students, Researchers in Computer Science, Electrical Engineering, Telecommunication Engineering, Internet of Things, Machine Learning, Green computing, Smart Grid, this book: Covers all aspects of Internet of Energy (IoE) and smart cities including research problems and solutions. Points to the solutions provided by machine learning to optimize the grids within a smart city set-up. Discusses relevant IoE design principles and architecture. Helps to automate various services in smart cities for energy management. Includes case studies to show the effectiveness of the discussed schemes.

Nanosensors for Smart Cities

Nanosensors for Smart Cities
A Book

by Baoguo Han,Vijay Tomer,Tuan Anh Nguyen,Ali Farmani,Pradeep Kumar Singh

  • Publisher : Elsevier
  • Release : 2020-02-13
  • Pages : 962
  • ISBN : 0128199237
  • Language : En, Es, Fr & De
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Nanosensors for Smart Cities covers the fundamental design concepts and emerging applications of nanosensors for the creation of smart city infrastructures. Examples of major applications include logistics management, where nanosensors could be used in active transport tracking devices for smart tracking and tracing, and in agri-food productions, where nanosensors are used in nanochips for identity, and food inspection, and smart storage. This book is essential reading for researchers working in the field of advanced sensors technology, smart city technology and nanotechnology, and stakeholders involved in city management. Nanomaterials based sensors (nanosensors) can offer many advantages over their microcounterparts, including lower power consumption, high sensitivity, lower concentration of analytes, and smaller interaction distance between object and sensor. With the support of artificial intelligence (AI) tools, such as fuzzy logic, genetic algorithms, neural networks, and ambient-intelligence, sensor systems are becoming smarter. Provides information on the fabrication and fundamental design concepts of nanosensors for intelligent systems Explores how nanosensors are being used to better monitor and maintain infrastructure services, including street lighting, traffic management and pollution control Assesses the challenges for creating nanomaterials-enhanced sensors for mass-market consumer products

Innovations in Smart Cities Applications Volume 4

Innovations in Smart Cities Applications Volume 4
The Proceedings of the 5th International Conference on Smart City Applications

by Mohamed Ben Ahmed

  • Publisher : Springer Nature
  • Release : 2021
  • Pages : 329
  • ISBN : 3030668401
  • Language : En, Es, Fr & De
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Artificial Intelligence in order to facilitate Diagnoses and Treatment. The Opportunity Smart Cities give Subjects

Artificial Intelligence in order to facilitate Diagnoses and Treatment. The Opportunity Smart Cities give Subjects
A Book

by Sina Kiene

  • Publisher : GRIN Verlag
  • Release : 2021-04-29
  • Pages : 110
  • ISBN : 3346397653
  • Language : En, Es, Fr & De
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Bachelor Thesis from the year 2020 in the subject Computer Sciences - Artificial Intelligence, grade: 1,3, University of Applied Sciences Hamburg, language: English, abstract: This bachelor thesis is based on the approach of providing nowadays society with solutions through the advancement of Artificial Intelligence in order to improve their quality of life. For the reason that the obstacles within the health sector are evolving in a negative sense a special focus within this concept is laid on Artificial Intelligence systems impact within the health sector of mental illnesses. Thus being said the structure of the thesis focuses on four key theories in the beginning which arise over and over within the thesis. These four key theories included: The Wave Approach by Toeffler, the definition of three identities, Neuroscience and Mental Illnesses (burn-out, depression and anxiety). Nevertheless, the thesis was examined in several other parts such as Artificial Intelligence and the technology behind it, the implementation of AI in smart cities, pattern recognition and monitoring in the health sector. By focusing on such areas, analysing and connecting them with past approaches the impact of the data was described and analysed. Thus being said the thesis approach was coming to the conclusion that through the implementation of Artificial Intelligence systems such as voice recognition systems and facial recognition systems the area of diagnosing mental illnesses and improving treatment as well as reaching for quicker response rate — in regards to emergencies — can be reached.

Frankenstein Urbanism

Frankenstein Urbanism
Eco, Smart and Autonomous Cities, Artificial Intelligence and the End of the City

by Federico Cugurullo

  • Publisher : Routledge
  • Release : 2021-05-17
  • Pages : 228
  • ISBN : 1317313623
  • Language : En, Es, Fr & De
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This book tells the story of visionary urban experiments, shedding light on the theories that preceded their development and on the monsters that followed and might be the end of our cities. The narrative is threefold and delves first into the eco-city, second the smart city and third the autonomous city intended as a place where existing smart technologies are evolving into artificial intelligences that are taking the management of the city out of the hands of humans. The book empirically explores Masdar City in Abu Dhabi and Hong Kong to provide a critical analysis of eco and smart city experiments and their sustainability, and it draws on numerous real-life examples to illustrate the rise of urban artificial intelligences across different geographical spaces and scales. Theoretically, the book traverses philosophy, urban studies and planning theory to explain the passage from eco and smart cities to the autonomous city, and to reflect on the meaning and purpose of cities in a time when human and non-biological intelligences are irreversibly colliding in the built environment. Iconoclastic and prophetic, Frankenstein Urbanism is both an examination of the evolution of urban experimentation through the lens of Mary Shelley’s Frankenstein, and a warning about an urbanism whose product resembles Frankenstein’s monster: a fragmented entity which escapes human control and human understanding. Academics, students and practitioners will find in this book the knowledge that is necessary to comprehend and engage with the many urban experiments that are now alive, ready to leave the laboratory and enter our cities.

Security and Organization within IoT and Smart Cities

Security and Organization within IoT and Smart Cities
A Book

by Kayhan Zrar Ghafoor,Kevin Curran,Linghe Kong,Ali Safa Sadiq

  • Publisher : CRC Press
  • Release : 2020-12-17
  • Pages : 296
  • ISBN : 1000293173
  • Language : En, Es, Fr & De
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This book aims to provide the latest research developments and results in the domain of AI techniques for smart cyber ecosystems. It presents a holistic insight into AI-enabled theoretic approaches and methodology in IoT networking, security analytics using AI tools, and network automation, which ultimately enable intelligent cyber space. This book will be a valuable resource for students, researchers, engineers, policy makers working in various areas related to cybersecurity and privacy for Smart cities. This book includes chapters titled “An Overview of the Artificial Intelligence Evolution and its Fundamental Concepts, and their relationship with IoT Security”, “Smart City: Evolution and fundamental concepts”, “Advances in AI-Based Security for Internet of Things in Wireless Virtualization Environment”, “A conceptual model for optimal resource sharing of networked microgrids focusing uncertainty – paving path to eco-friendly smart cities”, “A Novel Framework for Cyber Secure Smart City", “Contemplate Security Challenges & Threats for Smart Cities”, “Self-Monitoring Obfuscated IoT Network”, “Introduction to Side Channel Attacks and Investigation of Power Analysis & Fault Injection Attack Techniques”, “Collaborative Digital Forensic Investigations Model for Law Enforcement: Oman as a Case Study”, “Internet of Things Security and Privacy in Smart Cities: Status and Challenges”, “5G Security and the Internet of Things”, “The Problem of Deepfake Videos and How to Counteract Them in Smart Cities”, “The Rise of Ransomware aided by Vulnerable IoT devices”, and “Security Issues in Self-Driving Cars within Smart Cities”, “PhishFree: A Honeybee Inspired System for Smart City Free of Phishing Attacks”, “Trust Aware Crowd Associated Network-based Approach for Optimal Waste Management in Smart Cities” This book provides state-of-the-art of research results and discusses current issues, challenges, solutions and recent trends related to security and organization within IoT and Smart Cities. We expect this book to be of significant importance not only to researchers and practitioners in academia, government agencies and industries, but also for policy makers and system managers. We anticipate this book to be a valuable resource for all those working in this new and exciting area, and a “must have” for all university libraries.