Big Data Analytics In Traffic And Transportation Engineering Emerging Research And Opportunities
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Big Data Analytics In Traffic And Transportation Engineering Emerging Research And Opportunities
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Author : Moridpour, Sara
language : en
Publisher: IGI Global
Release Date : 2019-01-11
Big Data Analytics In Traffic And Transportation Engineering Emerging Research And Opportunities written by Moridpour, Sara and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-11 with Technology & Engineering categories.
Recent research reveals that socioeconomic factors of the neighborhoods where road users live and where pedestrian-vehicle crashes occur are important in determining the severity of the crashes, with the former having a greater influence. Hence, road safety countermeasures, especially those focusing on the road users, should be targeted at these high risk neighborhoods. Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities is an essential reference source that discusses access to transportation and examines vehicle-pedestrian crashes, specifically in relation to socioeconomic factors that influence them, main predictors, factors that contribute to crash severity, and the enhancement of pedestrian safety measures. Featuring research on topics such as public transport, accessibility, and spatial distribution, this book is ideally designed for policymakers, transportation engineers, road safety designers, transport planners and managers, professionals, academicians, researchers, and public administrators.
Mobility Patterns Big Data And Transport Analytics
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Author : Constantinos Antoniou
language : en
Publisher: Elsevier
Release Date : 2025-06-01
Mobility Patterns Big Data And Transport Analytics written by Constantinos Antoniou and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-01 with Business & Economics categories.
Mobility Patterns, Big Data and Transport Analytics: Tools and Applications for Modeling, Second Edition provides a guide to the new analytical framework and its relation to big data, focusing on capturing, predicting, visualizing, and controlling mobility patterns-a key aspect of transportation modeling. The book features prominent international experts who provide overviews on new analytical frameworks, applications, and concepts in mobility analysis and transportation systems. Fields covered are evolving rapidly, and this new edition updates existing material and provides new chapters that reflect recent developments in the field (such as the emergence of active, transfer and reinforcement learning). Users will find a detailed, mobility ‘structural’ analysis and a look at the extensive behavioral characteristics of transport, observability requirements, limitations for realistic transportation applications, and transportation systems analysis that are related to complex processes and phenomena. This book bridges the gap between big data, data science, and transportation systems analysis with a study of big data’s impact on mobility and an introduction to the tools necessary to apply new techniques.
Big Data Analytics In Traffic And Transportation Engineering
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Author : Sara Moridpour
language : en
Publisher:
Release Date : 2019
Big Data Analytics In Traffic And Transportation Engineering written by Sara Moridpour and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Big data categories.
"This book identifies the factors contributing to the severity of vehicle-pedestrian crashes at mid-blocks. It examines the influence of the socioeconomic factors of the neighborhoods where road users live (residency neighborhood) and where crashes occur (crash neighborhood) on vehicle-pedestrian crash severity, while controlling for the influences of roadway, road user, vehicle and environmental factors"--Provided by publisher.
Deep Learning And Big Data For Intelligent Transportation
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Author : Khaled R. Ahmed
language : en
Publisher: Springer Nature
Release Date : 2021-04-10
Deep Learning And Big Data For Intelligent Transportation written by Khaled R. Ahmed and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-10 with Computers categories.
This book contributes to the progress towards intelligent transportation. It emphasizes new data management and machine learning approaches such as big data, deep learning and reinforcement learning. Deep learning and big data are very energetic and vital research topics of today’s technology. Road sensors, UAVs, GPS, CCTV and incident reports are sources of massive amount of data which are crucial to make serious traffic decisions. Herewith this substantial volume and velocity of data, it is challenging to build reliable prediction models based on machine learning methods and traditional relational database. Therefore, this book includes recent research works on big data, deep convolution networks and IoT-based smart solutions to limit the vehicle’s speed in a particular region, to support autonomous safe driving and to detect animals on roads for mitigating animal-vehicle accidents. This book serves broad readers including researchers, academicians, students and working professional in vehicles manufacturing, health and transportation departments and networking companies.
Re Coding Homes Through Flexible Interiors Emerging Research And Opportunities
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Author : Saglar Onay, Nilüfer
language : en
Publisher: IGI Global
Release Date : 2019-07-05
Re Coding Homes Through Flexible Interiors Emerging Research And Opportunities written by Saglar Onay, Nilüfer and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-05 with Architecture categories.
Cities are not only places that house buildings; they are also spaces where cultural and social relations are built and developed. These properties must be taken into consideration when constructing and renovating new housing. Different methodologies can be used in order to create new flexible solutions for mass housing units’ interior spaces with the aim of improving their adaptability by using a user-centered approach. Re-Coding Homes Through Flexible Interiors: Emerging Research and Opportunities is an optimal resource that investigates how interior design models can transform existing spaces into more flexible and functional housing units while also increasing the functional value and spatial quality of living spaces in social housing. The book specifically discusses how genetic algorithms, a generative design approach, are used to solve nonlinear design problems. It also provides results that can be referenced based on actual domain data, which can be used as references to other architectural and interior design approaches. Featuring research on topics such as housing design and mass housing, this book is ideally designed for architects, engineers, interior designers, furniture designers, construction companies, architecture firms, practitioners, academicians, students, and researchers.
Emerging Technologies For Smart Cities
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Author : Oluwayemi-Oniya Aderibigbe
language : en
Publisher: Springer Nature
Release Date : 2024-08-13
Emerging Technologies For Smart Cities written by Oluwayemi-Oniya Aderibigbe and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-13 with Political Science categories.
This book examines the use of smart city-associated technologies to enhance sustainable transportation planning in cities of both the global north and south, focusing specifically on sustainable transportation. The authors of the book examine technologies and tools such as UAVs, GIS, cutting-edge information and communication technologies, machine learning and big data to assess their potential for reducing traffic, redirecting traffic to assigned routes, monitoring traffic growth and development in our urban centres, with the ultimate aim of reducing congestion/commuting time, accidents, and pollution to promote climate action and a just transition. The book offers a comparative study of transport situation and planning in the developed and developing countries, focusing on the United States of America, Germany and Singapore in the Global North on one hand and South Africa, Nigeria and India from the Global South on the other. As more and more of the world’s population lives in urban centers, proactively monitoring and managing car traffic is essential. The book will be of interest to academics and researchers in the built environment (architecture, urban and regional planning, construction management, quantity surveying, geography), engineering, environmental sciences, social sciences, public policy, design in both the developed and developing countries.
Recycled Waste Materials In Concrete Construction Emerging Research And Opportunities
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Author : Mirza, Jahangir
language : en
Publisher: IGI Global
Release Date : 2019-04-30
Recycled Waste Materials In Concrete Construction Emerging Research And Opportunities written by Mirza, Jahangir and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-30 with Technology & Engineering categories.
Due to the demand for new urban construction, its repair, and its maintenance, the concrete and construction enterprises continue to grow, as do their use of finite natural resources. The industry is now under pressure to seek ways to minimize the use of rapidly depleting natural resources. Effective utilization of various waste materials, often found in abundance, may be the key as they not only ward off deleterious environmental hazards, but they have also been known to produce wealth by adding value through ecology. Recycled Waste Materials in Concrete Construction: Emerging Research and Opportunities is a detailed scholarly resource that discusses different types of industrial, agricultural, and natural wastes that are either currently in use in the concrete industry or demonstrate potential for future use and how they can be used as additives or replacements for cement and other construction materials. Highlighting topics such as engineering properties, material durability, and raw materials, this books targets engineers, construction professionals, contractors, consulting firms, government officials, cement and waste material industries, policymakers, academicians, and researchers.
Applied Big Data Analytics In Operations Management
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Author : Kumar, Manish
language : en
Publisher: IGI Global
Release Date : 2016-09-30
Applied Big Data Analytics In Operations Management written by Kumar, Manish and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-30 with Business & Economics categories.
Operations management is a tool by which companies can effectively meet customers’ needs using the least amount of resources necessary. With the emergence of sensors and smart metering, big data is becoming an intrinsic part of modern operations management. Applied Big Data Analytics in Operations Management enumerates the challenges and creative solutions and tools to apply when using big data in operations management. Outlining revolutionary concepts and applications that help businesses predict customer behavior along with applications of artificial neural networks, predictive analytics, and opinion mining on business management, this comprehensive publication is ideal for IT professionals, software engineers, business professionals, managers, and students of management.
Handbook On Artificial Intelligence And Transport
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Author : Hussein Dia
language : en
Publisher: Edward Elgar Publishing
Release Date : 2023-10-06
Handbook On Artificial Intelligence And Transport written by Hussein Dia and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-06 with Computers categories.
With AI advancements eliciting imminent changes to our transport systems, this enlightening Handbook presents essential research on this evolution of the transportation sector. It focuses on not only urban planning, but relevant themes in law and ethics to form a unified resource on the practicality of AI use.
Reliability And Statistics In Transportation And Communication
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Author : Igor Kabashkin
language : en
Publisher: Springer
Release Date : 2018-01-23
Reliability And Statistics In Transportation And Communication written by Igor Kabashkin and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-23 with Technology & Engineering categories.
This book reports on cutting-edge theories and methods for analyzing complex systems, such as transportation and communication networks and discusses multi-disciplinary approaches to dependability problems encountered when dealing with complex systems in practice. The book presents the most noteworthy methods and results discussed at the International Conference on Reliability and Statistics in Transportation and Communication (RelStat), which took place in Riga, Latvia on October 18 – 21, 2017. It spans a broad spectrum of topics, from mathematical models and design methodologies, to software engineering and data security issues, as well as practical problems in technical systems, such as transportation, and telecommunications.