TrajCompressor: An Online Map-matching-based Trajectory Compression Framework Leveraging Vehicle Heading Direction and Change
Massive and redundant vehicle trajectory data are continuously sent to the data center via
vehicle-mounted GPS devices, causing a number of sustainable issues, such as storage …
vehicle-mounted GPS devices, causing a number of sustainable issues, such as storage …
Using big data to track marine oil transportation along the 21st-century Maritime Silk Road
China's designation of the “21st-century Maritime Silk Road”(MSR) region is of extraordinary
significance to its maritime rights, transportation security, and socio-economic development …
significance to its maritime rights, transportation security, and socio-economic development …
A survey on the computation of representative trajectories
The process of computing a representative trajectory for a set of raw (or even semantically
enriched) trajectories is an attractive solution to minimize several challenges related to …
enriched) trajectories is an attractive solution to minimize several challenges related to …
Effect of Feature Selection on the Prediction Model of FeO Content in Sinter
J **, X **ng, Z Zheng, Y Wang, S Wang, M Lv - Jom, 2023 - Springer
The prediction of FeO content in sinter is important for operators to adjust the raw material
ratio and process parameters. Feature selection is used to choose the original features that …
ratio and process parameters. Feature selection is used to choose the original features that …
Motionrugs: Visualizing collective trends in space and time
J Buchmüller, D Jäckle, E Cakmak… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Understanding the movement patterns of collectives, such as flocks of birds or fish swarms,
is an interesting open research question. The collectives are driven by mutual objectives or …
is an interesting open research question. The collectives are driven by mutual objectives or …
Semantic-geographic trajectory pattern mining based on a new similarity measurement
Y Wan, C Zhou, T Pei - ISPRS International Journal of Geo-Information, 2017 - mdpi.com
Trajectory pattern mining is becoming increasingly popular because of the development of
ubiquitous computing technology. Trajectory data contain abundant semantic and …
ubiquitous computing technology. Trajectory data contain abundant semantic and …
A long short-term memory-based approach for detecting turns and generating road intersections from vehicle trajectories
Owing to the widespread use of GPS-enabled devices, sensing road information from
vehicle trajectories is becoming an attractive method for road map construction and update …
vehicle trajectories is becoming an attractive method for road map construction and update …
A method for summarizing trajectories with multiple aspects
Trajectory data mining and analysis have been largely studied in the past years. These tasks
are complex and non-trivial due to the data volume and heterogeneity. One solution for …
are complex and non-trivial due to the data volume and heterogeneity. One solution for …
Optimized discrete fréchet distance between trajectories
T Devogele, L Etienne, M Esnault, F Lardy - Proceedings of the 6th ACM …, 2017 - dl.acm.org
Distance computation between polylines or trajectories is a key point to assess similarity
between geometrical objects. This paper describes a new optimized algorithm to compute …
between geometrical objects. This paper describes a new optimized algorithm to compute …
A statistical method for flow pattern and efficiency prediction using pressure drop in a two-stage gas liquid cylindrical cyclone
An experimental investigation is conducted in a novel gas-liquid separator called Two-stage
Gas Liquid Cylindrical Cyclone (TGLCC) with gas-liquid ratio of 25–600, which enables flow …
Gas Liquid Cylindrical Cyclone (TGLCC) with gas-liquid ratio of 25–600, which enables flow …