Advanced learning technologies for intelligent transportation systems: Prospects and challenges

RA Khalil, Z Safelnasr, N Yemane… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Intelligent Transportation Systems (ITS) operate within a highly intricate and dynamic
environment characterized by complex spatial and temporal dynamics at various scales …

Deep learning for intelligent transportation systems: A survey of emerging trends

M Veres, M Moussa - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Transportation systems operate in a domain that is anything but simple. Many exhibit both
spatial and temporal characteristics, at varying scales, under varying conditions brought on …

Artificial Intelligence for Traffic Prediction and Estimation in Intelligent Cyber-Physical Transportation Systems

M Obayya, FN Al-Wesabi, R Alabdan… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
A cyber-communication infrastructure is required for physical components like control
systems, sensors, actuators, and the environment to communicate and collaborate in real …

A survey on deep learning-based vehicular communication applications

CH Lin, YC Lin, YJ Wu, WH Chung, TS Lee - Journal of Signal Processing …, 2021 - Springer
Besides the use of information transmission, vehicular communications also perform an
essential role in intelligent transportation systems (ITS) for exchanging critical driving …

Deep learning support for intelligent transportation systems

J Guerrero‐Ibañez… - Transactions on …, 2021 - Wiley Online Library
Abstract Intelligent Transportation Systems (ITS) help improve the ever‐increasing vehicular
flow and traffic efficiency in urban traffic to reduce the number of accidents. The generation …

[PDF][PDF] Harnessing machine learning for next-generation intelligent transportation systems: a survey

T Yuan, WB da Rocha Neto… - Proceedings of the …, 2019 - intrig.dca.fee.unicamp.br
Abstract Intelligent Transportation Systems, or ITS for short, includes a variety of services
and applications such as road traffic management, traveler information systems, public …

Enhancing transportation systems via deep learning: A survey

Y Wang, D Zhang, Y Liu, B Dai, LH Lee - Transportation research part C …, 2019 - Elsevier
Abstract Machine learning (ML) plays the core function to intellectualize the transportation
systems. Recent years have witnessed the advent and prevalence of deep learning which …

Deep learning-based computer vision methods for complex traffic environments perception: A review

T Azfar, J Li, H Yu, RL Cheu, Y Lv, R Ke - Data Science for Transportation, 2024 - Springer
Computer vision applications in intelligent transportation systems (ITS) and autonomous
driving (AD) have gravitated towards deep neural network architectures in recent years …

Machine learning for next‐generation intelligent transportation systems: A survey

T Yuan, W da Rocha Neto… - Transactions on …, 2022 - Wiley Online Library
Intelligent transportation systems, or ITS for short, includes a variety of services and
applications such as road traffic management, traveler information systems, public transit …

Introduction to the special issue on online learning for big-data driven transportation and mobility

J Del Ser, JJ Sanchez-Medina… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In the last years, the arrival and progressively gained maturity of technological paradigms
such as Connected Vehicles, the Internet of Things, Sensor Networks, Urban Computing …