Location prediction on trajectory data: A review
R Wu, G Luo, J Shao, L Tian… - Big data mining and …, 2018 - ieeexplore.ieee.org
Location prediction is the key technique in many location based services including route
navigation, dining location recommendations, and traffic planning and control, to mention a …
navigation, dining location recommendations, and traffic planning and control, to mention a …
Survey on vehicle map matching techniques
Z Huang, S Qiao, N Han, C Yuan… - CAAI Transactions on …, 2021 - Wiley Online Library
With the development of location‐based services and Big data technology, vehicle map
matching techniques are growing rapidly, which is the fundamental techniques in the study …
matching techniques are growing rapidly, which is the fundamental techniques in the study …
The spatial equilibrium analysis of urban green space and human activity in Chengdu, China
J Zhong, Z Li, Z Sun, Y Tian, F Yang - Journal of Cleaner Production, 2020 - Elsevier
The definite spatial relationship between urban green space (UGS) and human activity
intensity (HAI) is very import for urban planning and management, especially for ecological …
intensity (HAI) is very import for urban planning and management, especially for ecological …
A method for LSTM-based trajectory modeling and abnormal trajectory detection
Y Ji, L Wang, W Wu, H Shao, Y Feng - IEEE Access, 2020 - ieeexplore.ieee.org
Nowadays, massive data has been brought by the rapid development of technology. When
finding whether trajectory to be detected is abnormal under the premise of given normal …
finding whether trajectory to be detected is abnormal under the premise of given normal …
Finding abnormal vessel trajectories using feature learning
P Fu, H Wang, K Liu, X Hu, H Zhang - IEEE Access, 2017 - ieeexplore.ieee.org
Global Positioning System technology has been widely used in vehicle tracking and road
planning applications. An enormous amount of data concerning the trajectories of vehicles …
planning applications. An enormous amount of data concerning the trajectories of vehicles …
An algorithm for extracting similar segments of moving target trajectories based on shape matching
Z Ouyang, L Xue, F Ding, D Li - Engineering Applications of Artificial …, 2024 - Elsevier
Trajectory similarity analysis of moving target is the foundation for mining high-value and
regular behavioral information such as motion preferences, activity hotspots and frequent …
regular behavioral information such as motion preferences, activity hotspots and frequent …
Vehicle trajectory reconstruction on urban traffic network using automatic license plate recognition data
X Qi, Y Ji, W Li, S Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
Vehicle trajectory data are critical to urban active traffic management and simulation
applications. Automatic license plate recognition (ALPR) data can provide partial vehicle …
applications. Automatic license plate recognition (ALPR) data can provide partial vehicle …
A real-time discovery method for vehicle companion via service collaboration
Z Zhang, Q Hu, G Hou, S Zhang - International Journal of Web …, 2023 - emerald.com
Purpose Vehicle companion is one of the most common companion patterns in daily life,
which has great value to accident investigation, group tracking, carpooling recommendation …
which has great value to accident investigation, group tracking, carpooling recommendation …
TLPP: Deep Learning Based Two-layer Privacy Preserving Mechanism for Protecting Vehicle Trajectory Data
N Fan, J Liu, S Zhao, Y Dai… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
With the popularity of the global positioning system (GPS) and mobile Internet, a large
amount of vehicle trajectory data has been generated and applied in intelligent …
amount of vehicle trajectory data has been generated and applied in intelligent …
A visual analysis approach to understand and explore quality problems of AIS data
Low quality automatic identification system (AIS) data often mislead analysts to a
misunderstanding of ship behavior analysis and to making incorrect navigation risk …
misunderstanding of ship behavior analysis and to making incorrect navigation risk …