[PDF] Machine Learning For Environmental Noise Classification In Smart Cities - eBooks Review

Machine Learning For Environmental Noise Classification In Smart Cities


Machine Learning For Environmental Noise Classification In Smart Cities
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Machine Learning For Environmental Noise Classification In Smart Cities


Machine Learning For Environmental Noise Classification In Smart Cities
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Author : Ali Othman Albaji
language : en
Publisher: Springer Nature
Release Date : 2024-03-21

Machine Learning For Environmental Noise Classification In Smart Cities written by Ali Othman Albaji and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-21 with Technology & Engineering categories.


We present a Machine Learning (ML) approach to monitoring and classifying noise pollution. Both methods of monitoring and classification have been proven successful. MATLAB and Python code was generated to monitor all types of noise pollution from the collected data, while ML was trained to classify these data. ML algorithms showed promising performance in monitoring the different sound classes such as highways, railways, trains and birds, airports and many more. It is observed that all the data obtained by both methods can be used to control noise pollution levels and for data analytics. They can help decision making and policy making by stakeholders such as municipalities, housing authorities and urban planners in smart cities. The findings indicate that ML can be used effectively in monitoring and measurement. Improvements can be obtained by enhancing the data collection methods. The intention is to develop more ML platforms from which to construct a less noisy. The second objective of this study was to visualize and analyze the data of 18 types of noise pollution that have been collected from 16 different locations in Malaysia. All the collected data were stored in Tableau software. Through the use of both qualitative and quantitative measurements, the data collected for this project was then combined to create a noise map database that can help smart cities make informed decisions.



Proceedings Of International Conference On Advanced Communications And Machine Intelligence


Proceedings Of International Conference On Advanced Communications And Machine Intelligence
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Author : Rajkumar Buyya
language : en
Publisher: Springer Nature
Release Date : 2023-07-25

Proceedings Of International Conference On Advanced Communications And Machine Intelligence written by Rajkumar Buyya and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-25 with Technology & Engineering categories.


This book presents high-quality, peer-reviewed papers from International Conference on Advanced Communications and Machine Intelligence (MICA 2022), organised by M.Kumarasamy College of Engineering, Chennai, Tamil Nadu, India, during 9–11 December 2022. The book includes all areas of advanced communications and machine intelligence. The topics covered are network performance analysis, data mining and warehousing, parallel and distributed networks, computational intelligence, smart city applications, big data analytics, Internet of Things networks, information management and wireless sensor networks. The book is useful for academicians, scientists, researchers from industry, research scholars and students working in these areas.



Digital Technologies And Applications


Digital Technologies And Applications
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Author : Saad Motahhir
language : en
Publisher: Springer Nature
Release Date : 2024-09-02

Digital Technologies And Applications written by Saad Motahhir and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-02 with Computers categories.


This book presents volume 2 of selected research papers presented at the fourth International Conference on Digital Technologies and Applications (ICDTA’24). Highlighting the latest innovations in digital technologies as: artificial intelligence, Internet of Things, embedded systems, chatbot, network technology, digital transformation and their applications in several areas as Industry 4.0, sustainability, energy transition, and healthcare, the book encourages and inspires researchers, industry professionals, and policymakers to put these methods into practice.



Artificial Intelligence Applications To Smart City And Smart Enterprise


Artificial Intelligence Applications To Smart City And Smart Enterprise
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Author : Donato Impedovo
language : en
Publisher: MDPI
Release Date : 2020-11-23

Artificial Intelligence Applications To Smart City And Smart Enterprise written by Donato Impedovo and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-23 with Technology & Engineering categories.


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.



Blockchain And Machine Learning Innovations


Blockchain And Machine Learning Innovations
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Author : Sheikh Mohammad Idrees
language : en
Publisher: Springer Nature
Release Date : 2025-07-02

Blockchain And Machine Learning Innovations written by Sheikh Mohammad Idrees and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-02 with Technology & Engineering categories.


In a world driven by data and decentralization, blockchain and machine learning are transforming industries at an unprecedented pace. The book "Blockchain and Machine Learning Innovations" explores the powerful convergence of these groundbreaking technologies, offering an in-depth look at how they are reshaping the future in innovative and exciting ways. Packed with expert insights, real-world applications, and forward-thinking concepts, this book provides a comprehensive guide to the opportunities and challenges at this intersection. It uncovers solutions to critical issues, offering practical frameworks and ideas for professionals, researchers, and tech enthusiasts alike. Discover how blockchain and AI/ML combine to power next-generation solutions. Gain inspiration from real-world examples and transformative ideas driving innovation. Strike a balance between exploration and implementation, helping readers leverage blockchain and machine learning effectively. Whether you’re a tech visionary, a researcher, or simply curious about the future, this book equips you with the knowledge to lead in the age of decentralized intelligence. Your journey into the next era of technology starts here. "Blockchain and Machine Learning Innovations" – a must-read for anyone ready to explore the possibilities and shape the future.



Artificial Intelligence In Environmental Engineering And Ecology Towards Smart And Sustainable Cities


Artificial Intelligence In Environmental Engineering And Ecology Towards Smart And Sustainable Cities
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Author : Ketan Kotecha
language : en
Publisher: Frontiers Media SA
Release Date : 2025-05-26

Artificial Intelligence In Environmental Engineering And Ecology Towards Smart And Sustainable Cities written by Ketan Kotecha and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-26 with Science categories.


The ever-growing world population is over-stressing the available resources leading to several social, economic, and environmental issues. The world is facing challenges related to the availability of food, housing, water, and infrastructure. The solutions to sustainability crises require unraveling complex interactions that do not fit neatly into a single discipline. Keeping in view the sustainable development goals which are considered a blueprint for a better and more sustainable future, interdisciplinary research in civil and environmental engineering is of utmost important. The interdisciplinary research tackles the demands of the growing population of urban agglomerates. Designing interdisciplinary solutions for achieving sustainable development goals including Sustainable Cities and Communities; Affordable and Clean Energy; Clean Water and Sanitation; Responsible Consumption and Production; Industry, Innovation, and Infrastructure; Climate Action is the need of the hour. The interdisciplinary research in environmental sustainability can convert real-world complexities such as space dynamics and pressure on cities, sustainable infrastructure, smart transport, smart buildings, climate changes, air pollutant dispersion and pollution, contaminant transport through air water, and soil, ocean dynamics, life below water, and effect of contamination on flora and fauna and more, into predictable models using Artificial Intelligence (AI). The primary objective of this research topic is to consolidate research and application of Artificial Intelligence in environmental engineering, aiming toward smart and sustainable cities. Highlighting AI-based solutions and models across environmental engineering and sustainability, in particular for smart and sustainable cities, is the prime objective of the proposed research topic. The issue will welcome multidisciplinary/ interdisciplinary approaches to provide solutions to current pressing problems of cities from an engineering perspective.



Handbook Of Research On Network Enabled Iot Applications For Smart City Services


Handbook Of Research On Network Enabled Iot Applications For Smart City Services
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Author : Reddy, K. Hemant Kumar
language : en
Publisher: IGI Global
Release Date : 2023-09-26

Handbook Of Research On Network Enabled Iot Applications For Smart City Services written by Reddy, K. Hemant Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-26 with Political Science categories.


The rapid growth of IoT and its applications in smart cities pose significant challenges for academic scholars. The increasing number of interconnected devices and the massive amounts of data they generate strain traditional networks, leading to inefficiencies and security vulnerabilities. Additionally, the centralized control plane in Software Defined Networks (SDN) presents a single point of failure, hindering network performance, while IoT devices themselves are susceptible to attacks, compromising user data and privacy. To address these pressing issues, Network-Enabled IoT Applications for Smart City Services offers a compelling solution. Edited by Dr. K. Hemant Kumar Reddy, Dr. Diptendu SinhaRoy, and Tapas Mishra, this book advocates leveraging SDN to handle high-frequency data streams effectively. It also proposes the integration of blockchain technology to enhance security and reliability in IoT applications, offering a roadmap for scholars to improve network efficiency, security, and reliability in IoT and smart city domains. With their extensive expertise, the authors provide academic scholars with a comprehensive and innovative resource that inspires further research and development in this evolving field, enabling them to make significant contributions to the advancement of IoT and smart city technologies.



Proceedings Of Ninth International Congress On Information And Communication Technology


Proceedings Of Ninth International Congress On Information And Communication Technology
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Author : Xin-She Yang
language : en
Publisher: Springer Nature
Release Date : 2024-12-17

Proceedings Of Ninth International Congress On Information And Communication Technology written by Xin-She Yang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-17 with Technology & Engineering categories.


This book gathers selected high-quality research papers presented at the Ninth International Congress on Information and Communication Technology, held in London, on February 19–22, 2024. It discusses emerging topics pertaining to information and communication technology (ICT) for managerial applications, e-governance, e-agriculture, e-education and computing technologies, the Internet of Things (IoT), and e-mining. Written by respected experts and researchers working on ICT, the book offers an asset for young researchers involved in advanced studies. The work is presented in ten volumes.



Smart Cities


Smart Cities
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Author : Houbing Song
language : en
Publisher: John Wiley & Sons
Release Date : 2017-06-09

Smart Cities written by Houbing Song and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-09 with Technology & Engineering categories.


Provides the foundations and principles needed for addressing the various challenges of developing smart cities Smart cities are emerging as a priority for research and development across the world. They open up significant opportunities in several areas, such as economic growth, health, wellness, energy efficiency, and transportation, to promote the sustainable development of cities. This book provides the basics of smart cities, and it examines the possible future trends of this technology. Smart Cities: Foundations, Principles, and Applications provides a systems science perspective in presenting the foundations and principles that span multiple disciplines for the development of smart cities. Divided into three parts—foundations, principles, and applications—Smart Cities addresses the various challenges and opportunities of creating smart cities and all that they have to offer. It also covers smart city theory modeling and simulation, and examines case studies of existing smart cities from all around the world. In addition, the book: Addresses how to develop a smart city and how to present the state of the art and practice of them all over the world Focuses on the foundations and principles needed for advancing the science, engineering, and technology of smart cities—including system design, system verification, real-time control and adaptation, Internet of Things, and test beds Covers applications of smart cities as they relate to smart transportation/connected vehicle (CV) and Intelligent Transportation Systems (ITS) for improved mobility, safety, and environmental protection Smart Cities: Foundations, Principles, and Applications is a welcome reference for the many researchers and professionals working on the development of smart cities and smart city-related industries.



Advancements In Indoor Environmental Quality And Health


Advancements In Indoor Environmental Quality And Health
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Author :
language : en
Publisher: BoD – Books on Demand
Release Date : 2024-05-29

Advancements In Indoor Environmental Quality And Health written by and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-29 with Technology & Engineering categories.


This collection synthesizes diverse studies in Indoor Environmental Quality (IEQ) engineering. The book begins with a review of crucial factors such as thermal comfort and air quality, then moves on to explore technological applications. Chapters address such topics as the intersection of IEQ, sustainability, and occupant well-being, the evolution of IEQ standards and protocols, and the integration of machine learning techniques into IEQ assessment.