Graph Neural Network for Traffic Forecasting: The Research Progress

W Jiang, J Luo, M He, W Gu - ISPRS International Journal of Geo …, 2023 - mdpi.com
Traffic forecasting has been regarded as the basis for many intelligent transportation system
(ITS) applications, including but not limited to trip planning, road traffic control, and vehicle …

Predicting Urban Region Heat via Learning Arrive-Stay-Leave Behaviors of Private Cars

Z Xiao, H Li, H Jiang, Y Li, M Alazab… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Urban region heat refers to the extent of which people congregate in various regions when
they travel to and stay in a specified place. Predicting urban region heat facilitates broad …

[HTML][HTML] Impact of Built Environment on Carbon Emissions from Cross-District Mobility: A Social Network Analysis Based on Private Vehicle Trajectory Big Data

W Chen, X Wu, Z Xiao - Sustainability, 2023 - mdpi.com
The realization of the “double carbon” goals and the development of green transportation
require a focused approach to reducing carbon emissions from private cars. Starting from …

An efficient evolutionary deep learning-based attack prediction in supply chain management systems

SH Chauhdary, MS Alkatheiri, MA Alqarni… - Computers and Electrical …, 2023 - Elsevier
Abstract Supply Chain Management Systems (SCM) is the critical infrastructure that can be
treated as a significant factor since it forms advancement in intelligent devices. The cyber …

Latent Gaussian Processes based Graph Learning for Urban Traffic Prediction

X Wang, P Wang, B Wang, Y Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Traffic prediction facilitates various applications in the fields of smart vehicles and vehicular
communications, and the key of successfully and accurately forecasting urban traffic state is …

[HTML][HTML] Predicting energy use in construction using Extreme Gradient Boosting

J Han, K Shu, Z Wang - PeerJ Computer Science, 2023 - peerj.com
Annual increases in global energy consumption are an unavoidable consequence of a
growing global economy and population. Among different sectors, the construction industry …

[HTML][HTML] A High-Efficiency Diplexer for Sustainable 5G-Enabled IoT in Metaverse Transportation System and Smart Grids

M Jamshidi, SI Yahya, L Nouri, H Hashemi-Dezaki… - Symmetry, 2023 - mdpi.com
Symmetry is essential in the design of complex systems like the Metaverse Transportation
Sys-tem (MTS) and helps ensure that all components work together effectively. In the …

Optimization of automotive suspension system using vibration and noise control for intelligent transportation system

S Li, Q Yuan - Soft Computing, 2023 - Springer
The objective of this work is to carry out a thorough investigation on the optimization of the
vehicle suspension system based on vibration and noise management. First, a transfer path …

Adversarial Example Attacks in Internet of Things (IoT)

Y Gu, N Jiang, Y Chen, X Gong - … Conference on Edge Computing and IoT, 2022 - Springer
Abstract Recently, the Internet of Things (IoT) technology has made tremendous progress,
and it is beginning to enter many areas of social life, such as autonomous driving, medical …

Demons Hidden in the Light: Unrestricted Adversarial Illumination Attacks

K Wang, Y Chen, W Xu - … Conference on Edge Computing and IoT, 2022 - Springer
As deep learning-based computer vision is widely used in IoT devices, it is especially critical
to ensure its security. Among the attacks against deep neural networks, adversarial attacks …