Vehicle trajectory clustering based on dynamic representation learning of internet of vehicles

W Wang, F Xia, H Nie, Z Chen, Z Gong… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… smart city technologies, we are able to acquire a variety of vehicle trajectory data. These …
with large scale network-based trajectory data, this paper proposes a novel vehicle trajectory

A survey of trajectory distance measures and performance evaluation

H Su, S Liu, B Zheng, X Zhou, K Zheng - The VLDB Journal, 2020 - Springer
… The proliferation of trajectory data in various applicationlarge-scale trajectory data from a
variety of aspects. A fundamental ingredient of these trajectory analysis tasks and applications

Urban function classification at road segment level using taxi trajectory data: A graph convolutional neural network approach

S Hu, S Gao, L Wu, Y Xu, Z Zhang, H Cui… - … , Environment and Urban …, 2021 - Elsevier
… This study contributes to urban study and GIScience literature by building a Road-Trajectory
corpus using vehicle GPS trajectory data and investigating social functions based on geo-…

[PDF][PDF] Big data service architecture: a survey

J Wang, Y Yang, T Wang, RS Sherratt… - Journal of Internet …, 2020 - jit.ndhu.edu.tw
… Finally, we summarize some big data application scenarios over … and big data technologies.
In the last section, we summarize some practical application scenarios of big data services. …

Data-driven trajectory quality improvement for promoting intelligent vessel traffic services in 6G-enabled maritime IoT systems

RW Liu, J Nie, S Garg, Z Xiong, Y Zhang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
… intelligent vessel traffic services in GPU-based computing framework. In addition, we only
take into account the spatiotemporal trajectory data to promote vessel traffic services in this …

Real-time machining data application and service based on IMT digital twin

X Tong, Q Liu, S Pi, Y Xiao - Journal of Intelligent Manufacturing, 2020 - Springer
… a small width and large depth, the cutting load directly impacts the tool path contour error
and … The contour error is estimated on the basis of the real-time machining trajectory data as …

A graph CNN-LSTM neural network for short and long-term traffic forecasting based on trajectory data

T Bogaerts, AD Masegosa, JS Angarita-Zapata… - … Research Part C …, 2020 - Elsevier
data set used in this study can be requested from the official GAIA initiative website. This
data set contains trajectories of … The data contains trips from October to November 2016. The …

[HTML][HTML] A survey of traffic prediction: from spatio-temporal data to intelligent transportation

H Yuan, G Li - Data Science and Engineering, 2021 - Springer
trajectory data mining problems. Hence, they study how to manage and analyze trajectory
data… Specifically, when solving the travel time of a given trajectory, the methods can be divided …

Internet of ships: A survey on architectures, emerging applications, and challenges

S Aslam, MP Michaelides… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… a comprehensive survey of the IoS paradigm, its architecture, its key elements, and its
main characteristics. Furthermore, we review the state of the art for its emerging applications, …

Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions

SB Atitallah, M Driss, W Boulila, HB Ghézala - Computer Science Review, 2020 - Elsevier
… infrastructures used for IoT big data analytics, which … survey popular DL models and review
the recent research that employs both IoT and DL to develop smart applications and services