Trajectory data mining: an overview
Y Zheng - ACM Transactions on Intelligent Systems and …, 2015 - dl.acm.org
The advances in location-acquisition and mobile computing techniques have generated
massive spatial trajectory data, which represent the mobility of a diversity of moving objects …
massive spatial trajectory data, which represent the mobility of a diversity of moving objects …
A survey of traffic prediction: from spatio-temporal data to intelligent transportation
H Yuan, G Li - Data Science and Engineering, 2021 - Springer
Intelligent transportation (eg, intelligent traffic light) makes our travel more convenient and
efficient. With the development of mobile Internet and position technologies, it is reasonable …
efficient. With the development of mobile Internet and position technologies, it is reasonable …
A survey on trajectory data management, analytics, and learning
Recent advances in sensor and mobile devices have enabled an unprecedented increase
in the availability and collection of urban trajectory data, thus increasing the demand for …
in the availability and collection of urban trajectory data, thus increasing the demand for …
Deep representation learning for trajectory similarity computation
Trajectory similarity computation is fundamental functionality with many applications such as
animal migration pattern studies and vehicle trajectory mining to identify popular routes and …
animal migration pattern studies and vehicle trajectory mining to identify popular routes and …
TrajGAIL: Generating urban vehicle trajectories using generative adversarial imitation learning
Recently, an abundant amount of urban vehicle trajectory data has been collected in road
networks. Many studies have used machine learning algorithms to analyze patterns in …
networks. Many studies have used machine learning algorithms to analyze patterns in …
T-drive: Enhancing driving directions with taxi drivers' intelligence
J Yuan, Y Zheng, X ** Cilento: Using geotagged social media data to characterize tourist flows in southern Italy
New sources of geotagged information derived from social media like Twitter show great
promise for geographic research in tourism. This paper describes an approach to analyze …
promise for geographic research in tourism. This paper describes an approach to analyze …
Constructing popular routes from uncertain trajectories
The advances in location-acquisition technologies have led to a myriad of spatial
trajectories. These trajectories are usually generated at a low or an irregular frequency due …
trajectories. These trajectories are usually generated at a low or an irregular frequency due …