[HTML][HTML] A review of machine learning and IoT in smart transportation

F Zantalis, G Koulouras, S Karabetsos, D Kandris - Future Internet, 2019 - mdpi.com
With the rise of the Internet of Things (IoT), applications have become smarter and
connected devices give rise to their exploitation in all aspects of a modern city. As the …

Applications of machine learning and artificial intelligence in intelligent transportation system: A review

D Gangwani, P Gangwani - … of Artificial Intelligence and Machine Learning …, 2021 - Springer
Due to the tremendous population growth in the country, the use of vehicles and other
transportation means has increased which has led to traffic congestion and road accidents …

Traffic management system using IoT technology-A comparative review

O Avatefipour, F Sadry - 2018 IEEE International Conference …, 2018 - ieeexplore.ieee.org
With an ever-increasing population growth in cities around the world, continuous production
of all kinds vehicles by manufacturers, and the number of vehicles on the roads will only …

Intelligent traffic management system for smart cities

A Khanna, R Goyal, M Verma, D Joshi - … 2018, Solan, India, February 9–10 …, 2019 - Springer
In present-day times, the number of vehicles has increased drastically, but in contrast, the
capabilities of our roads and transportation systems still remain underdeveloped and as a …

Highway 4.0: Digitalization of highways for vulnerable road safety development with intelligent IoT sensors and machine learning

R Singh, R Sharma, SV Akram, A Gehlot, D Buddhi… - Safety science, 2021 - Elsevier
Abstract According to United Nations (UN) 2030 agenda, the transportation system needs to
be enhanced for the establishment of access to safe, affordable, accessible, and sustainable …

[HTML][HTML] Design and implementation of an ML and IoT based adaptive traffic-management system for smart cities

UK Lilhore, AL Imoize, CT Li, S Simaiya, SK Pani… - Sensors, 2022 - mdpi.com
The rapid growth in the number of vehicles has led to traffic congestion, pollution, and
delays in logistic transportation in metropolitan areas. IoT has been an emerging innovation …

[HTML][HTML] An investigation of the policies and crucial sectors of smart cities based on IoT application

A Razmjoo, A Gandomi, M Mahlooji, D Astiaso Garcia… - Applied Sciences, 2022 - mdpi.com
As smart cities (SCs) emerge, the Internet of Things (IoT) is able to simplify more
sophisticated and ubiquitous applications employed within these cities. In this regard, we …

Machine learning approaches for smart city applications: Emergence, challenges and opportunities

S Mehta, B Bhushan, R Kumar - Recent advances in internet of things and …, 2022 - Springer
Nowadays, smart cities aim to efficiently manage all sectors like growing urbanization,
maintaining a green environment, energy consumption and life style of the people. The …

A review of IoT application in a smart traffic management system

MKM Rabby, MM Islam, SM Imon - 2019 5th International …, 2019 - ieeexplore.ieee.org
This paper explores the advancement of smart traffic management system using the Internet
of Things (IoT). It works as middleware on the foundation of the IoT and augments the idea of …

Applications of deep learning in intelligent transportation systems

AK Haghighat, V Ravichandra-Mouli… - Journal of Big Data …, 2020 - Springer
Abstract In recent years, Intelligent Transportation Systems (ITS) have seen efficient and
faster development by implementing deep learning techniques in problem domains which …