Potential routes extraction for urban customized bus based on vehicle trajectory clustering
Customized bus (CB) is a kind of demand-responsive and one-stop transit service for
commuters with similar travel demands. In actual applications, the bus companies identify …
commuters with similar travel demands. In actual applications, the bus companies identify …
Trajectory dimensionality reduction and hyperparameter settings of DBSCAN for trajectory clustering
X Yu, W Long, Y Li, L Gao, X Shi - IET Intelligent Transport …, 2022 - Wiley Online Library
The density‐based spatial clustering of application with noise (DBSCAN) algorithm has
good robustness and is widely employed to cluster vehicle trajectories for vehicle movement …
good robustness and is widely employed to cluster vehicle trajectories for vehicle movement …
[HTML][HTML] Behavior pattern mining based on spatiotemporal trajectory multidimensional information fusion
Q Jiang, LIU Yu, D Ziran, SUN Shun - Chinese Journal of Aeronautics, 2023 - Elsevier
Trajectory data mining is widely used in military and civil applications, such as early warning
and surveillance system, intelligent traffic system and so on. Through trajectory similarity …
and surveillance system, intelligent traffic system and so on. Through trajectory similarity …
Proposal for a pivot-based vehicle trajectory clustering method
Given the large volume of georeferenced information generated and stored by many types of
devices, the study and improvement of techniques capable of operating with these data is an …
devices, the study and improvement of techniques capable of operating with these data is an …
Dynamic grouping of vehicle trajectories
Vehicular traffic volume in large cities has increased in recent years, causing mobility
problems; therefore, the analysis of vehicle flow data becomes a relevant research topic …
problems; therefore, the analysis of vehicle flow data becomes a relevant research topic …
Enabling internet of things in road traffic forecasting with deep learning models
BP Kumar, K Hariharan, R Shanmugam… - Journal of Intelligent …, 2022 - content.iospress.com
Integration of the latest technological advancements such as Internet of Things (IoT) and
Computational Intelligence (CI) techniques is an active research area for various industrial …
Computational Intelligence (CI) techniques is an active research area for various industrial …
Unsupervised Learning for Topological Classification of Transportation Networks
With increasing urbanization, transportation plays an increasingly critical role in city
development. The number of studies on modeling, optimization, simulation, and data …
development. The number of studies on modeling, optimization, simulation, and data …
Vehicular flow analysis using clusters
The volume of vehicular traffic in large cities has increased in recent years, causing mobility
problems, which is why the analysis of vehicular flow data becomes important for …
problems, which is why the analysis of vehicular flow data becomes important for …
Evaluation of a Grid for the Identification of Traffic Congestion Patterns
Today, urban growth, increased vehicular traffic and congestion have become a key
challenge in cities. As a consequence, negative effects on mobility are generated, such as …
challenge in cities. As a consequence, negative effects on mobility are generated, such as …
Data Stream Processing Method for Clustering of Trajectories
The constant advances in techniques for recording and collecting GPS trajectory
information, the increase in the number of devices that collect this type of information such …
information, the increase in the number of devices that collect this type of information such …