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 …
Compression of uncertain trajectories in road networks
Massive volumes of uncertain trajectory data are being generated by GPS devices. Due to
the limitations of GPS data, these trajectories are generally uncertain. This state of affairs …
the limitations of GPS data, these trajectories are generally uncertain. This state of affairs …
Trajectory simplification: an experimental study and quality analysis
The ubiquitousness of GPS sensors in smart-phones, vehicles and wearable devices has
enabled the collection of massive volumes of trajectory data from tracing moving objects …
enabled the collection of massive volumes of trajectory data from tracing moving objects …
[HTML][HTML] Incorporation of adaptive compression into a GPU parallel computing framework for analyzing large-scale vessel trajectories
Abstract Automatic Identification System (AIS) offers a wealth of vessel navigation data,
which underpins research in maritime data mining, situational awareness, and knowledge …
which underpins research in maritime data mining, situational awareness, and knowledge …
Trajectory simplification with reinforcement learning
Trajectory data is used in various applications including traffic analysis, logistics, and
mobility services. It is usually collected continuously by sensors and accumulated at a server …
mobility services. It is usually collected continuously by sensors and accumulated at a server …
Review and classification of trajectory summarisation algorithms: From compression to segmentation
D Amigo, D Sánchez Pedroche… - … of Distributed Sensor …, 2021 - journals.sagepub.com
With the continuous development and cost reduction of positioning and tracking
technologies, a large amount of trajectories are being exploited in multiple domains for …
technologies, a large amount of trajectories are being exploited in multiple domains for …
Relaxed group pattern detection over massive-scale trajectories
The problem of detecting co-movement patterns from trajectories has been extensively
studied by data science community. Existing methods are based on filter-and-refine …
studied by data science community. Existing methods are based on filter-and-refine …
Deep understanding of big geospatial data for self-driving: Data, technologies, and systems
With the continued development of Autonomous Vehicle System (AVS), self-driving related
technologies have attracted much attention over the past decade. In this light, we survey …
technologies have attracted much attention over the past decade. In this light, we survey …