Traffic missing data imputation: A selective overview of temporal theories and algorithms

T Sun, S Zhu, R Hao, B Sun, J **e - Mathematics, 2022 - mdpi.com
A great challenge for intelligent transportation systems (ITS) is missing traffic data. Traffic
data are input from various transportation applications. In the past few decades, several …

Intra-city traffic data visualization: A systematic literature review

A Clarinval, B Dumas - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
The increasing proportion of people living in urban areas causes well-known mobility issues
such as pollution and congested roads. In addition to their heavy environmental impact …

A federated platform enabling a systematic collaboration among devices, data and functions for smart mobility

L You, M Danaf, F Zhao, J Guan… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Through the vast adoption and application of emerging technologies, the intelligence and
autonomy of smart mobility can be substantially elevated to address more diversified …

Multitarget-tracking method based on the fusion of millimeter-wave radar and LiDAR sensor information for autonomous vehicles

J Shi, Y Tang, J Gao, C Piao, Z Wang - Sensors, 2023 - mdpi.com
Multitarget tracking based on multisensor fusion perception is one of the key technologies to
realize the intelligent driving of automobiles and has become a research hotspot in the field …

[HTML][HTML] MobiWise: Eco-routing decision support leveraging the Internet of Things

A Aguiar, P Fernandes, AP Guerreiro, R Tomas… - Sustainable Cities and …, 2022 - Elsevier
Eco-routing distributes traffic in cities to improve mobility sustainability. The implementation
of eco-routing in real-life requires a diverse set of information, including different kinds of …

A federated mixed logit model for personal mobility service in autonomous transportation systems

L You, J He, J Zhao, J **e - Systems, 2022 - mdpi.com
Looking ahead to the future-stage autonomous transportation system (ATS), personal
mobility service (PMS) aims to provide the recommended travel options based on both …

Multi-Graph Spatio-Temporal Convolution for Traffic Flow Prediction Focusing on Edge Derived Imbalanced Data From Highway Electronics

W Ding, T Zhang, H Gao, Q Yu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The proliferation of Internet of Things (IoT) and the adoption of Edge Computing paradigms
have led to a substantial increase in data volume. Data imbalance is inevitable in distributed …

A survey of visual analytics in urban area

Z Feng, H Qu, SH Yang, Y Ding, J Song - Expert Systems, 2022 - Wiley Online Library
Nowadays, the population has been overgrowing due to urbanization, yielding many severe
problems in the urban area, including traffic congestion, unbalanced distribution of urban …

From cell tower location to user location: Understanding the spatial uncertainty of mobile phone network data in human mobility research

X Zhou, L You, S Zhong, M Cai - Computers, Environment and Urban …, 2024 - Elsevier
Mobile phone network data is a vital source for unveiling human mobility characteristics in
accordance with its large-scale spatiotemporal trajectory information. However, mobile …

Development of Tourism for Culture and Innovation Based on Convergence of Data in the Perspective of Industrial Integration

R Yang - Mobile Information Systems, 2022 - Wiley Online Library
The blurring of industry lines, or the phenomenon of new products or industries crossing
over, is becoming more common. Academic circles have taken notice of this phenomenon …