Machine learning based data collection protocol for intelligent transport systems: a real-time implementation on Dublin M50, Ireland

M Gillani, HA Niaz - Complex & Intelligent Systems, 2024 - Springer
The continuous global urbanization with rapid and dynamic transitioning in traffic situations
among highly populated cities results in difficulty for data collection and communication …

A framework for ITS data management in a smart city scenario

L Carafoli, F Mandreoli, R Martoglia… - … Conference on Smart …, 2013 - scitepress.org
In this paper we introduce a technological framework to efficiently support data management
in a modern Intelligent Transportation System (ITS). The proposed technology enables the …

Guest editorial introduction to the special issue on data science for intelligent transportation systems

SH Ahmed, V Piuri, LT Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Intelligent transportation system (ITS) is a key enabler for future road traffic management
systems. The core components of ITS include vehicles, roadside units, and traffic command …

Integrating Connected Vehicle Data for Operational Decision Making

RS Sakhare - 2023 - hammer.purdue.edu
Advancements in technology have propelled the availability of enriched and more frequent
information about traffic conditions as well as the external factors that impact traffic such as …

Data infrastructure for intelligent transportation systems

A Luckow, K Kennedy - Data Analytics for Intelligent Transportation …, 2017 - Elsevier
Abstract Connected Transport Systems (CTS) require an infrastructure that allows both real-
time signal processing as well as scalability. In addition to data collection, the system must …

Intelligent traffic data transmission and sharing based on optimal gradient adaptive optimization algorithm

X Li, H Zhang, Y Shen, L Hao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This work aims to improve the transmission and sharing efficiency of intelligent
transportation data and promote the further development of intelligent transportation and …

An intelligent machine learning-based real-time public transport system

M Skhosana, AE Ezugwu, N Rana… - … Science and Its …, 2020 - Springer
More often than not, commuters are left stranded at pick-up spots–clueless about the
availability and proximity of public transport vehicles hence the stigma of public transport …

[PDF][PDF] The real-time city: Unlocking the potential of smart mobility

H Dia - Proceedings of the Australasian Transport …, 2016 - researchbank.swinburne.edu.au
Cities around the world are increasingly becoming a complex network of systems that are
instrumented and interconnected. An “Internet of Things” comprising sensors and mobile …

Online incremental machine learning platform for big data-driven smart traffic management

D Nallaperuma, R Nawaratne… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The technological landscape of intelligent transport systems (ITS) has been radically
transformed by the emergence of the big data streams generated by the Internet of Things …

MobiSamadhaan—intelligent vision-based smart city solution

M Chakraborty, A Pramanick, SV Dhavale - International Conference on …, 2020 - Springer
MobiSamadhaan is an artificial intelligence (AI)-based approach toward a universal mobility
solution for the problems concerning with daily hassles of traffic and unbalanced …