Intelligent transportation and control systems using data mining and machine learning techniques: A comprehensive study

NO Alsrehin, AF Klaib, A Magableh - IEEE Access, 2019 - ieeexplore.ieee.org
Traffic congestion is becoming the issues of the entire globe. This study aims to explore and
review the data mining and machine learning technologies adopted in research and industry …

A comprehensive review on intelligent traffic management using machine learning algorithms

Y Modi, R Teli, A Mehta, K Shah, M Shah - Innovative infrastructure …, 2022 - Springer
Traffic Clog is the main issue of the fast and evolving world. Due to the rise in the use of
more private vehicles and low road network capacity managing traffic with the traditional …

Intelligent traffic congestion classification system using artificial neural network

M Ashifuddin Mondal, Z Rehena - … proceedings of the 2019 world wide …, 2019 - dl.acm.org
Managing the ever increasing road traffic congestion due to enormous vehicular growth is a
big concern all over the world. Tremendous air pollution, loss of valuable time and money …

Traffic management approaches using machine learning and deep learning techniques: A survey

H Almukhalfi, A Noor, TH Noor - Engineering Applications of Artificial …, 2024 - Elsevier
Traffic management is improved in cutting-edge smart cities using technologies such as
machine learning and deep learning to streamline daily tasks and boost productivity …

[HTML][HTML] Intelligent traffic management: A review of challenges, solutions, and future perspectives

R Ravish, SR Swamy - Transport and Telecommunication Journal, 2021 - sciendo.com
Congestion of traffic is a key problem faced in a majority of metro cities, especially in the
developing world. Traffic congestion comprises of queues, reduced speeds, and increased …

Optimization of smart traffic governance system using artificial intelligence

A Sukhadia, K Upadhyay, M Gundeti, S Shah… - Augmented Human …, 2020 - Springer
Traffic system shows a great scope of trade with the environment and is directly connected to
it. Manual traffic systems are proving to be insufficient due to rapid urbanization. Central …

Application of data mining techniques for traffic density estimation and prediction

J Raj, H Bahuleyan, LD Vanajakshi - Transportation Research Procedia, 2016 - Elsevier
Abstract Advanced Traveller Information Systems (ATIS) is one of the functional areas of
Intelligent Transportation Systems (ITS) and it aims at providing real time traffic information …

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 …

[PDF][PDF] Intelligent road traffic control system for traffic congestion: a perspective

PA Mandhare, V Kharat, CY Patil - International Journal of …, 2018 - uploads.laborx.com
An important measurement for the cost-effective growth of any nation is rapidly increasing
vehicle count. The effect of raise in vehicle count grows the traffic congestion. It results in …

Fusion of engineering insights and emerging trends: Intelligent urban traffic management system

AA Ouallane, A Bakali, A Bahnasse, S Broumi… - Information Fusion, 2022 - Elsevier
Traffic congestion is a great concern, especially in urban areas where the vehicles' number
on roads continues to intensify significantly against the slow development of road …