Visual analytics of mobility and transportation: State of the art and further research directions
Many cities and countries are now striving to create intelligent transportation systems that
utilize the current abundance of multisource and multiform data related to the functionality …
utilize the current abundance of multisource and multiform data related to the functionality …
An incident detection model using random forest classifier
O ElSahly, A Abdelfatah - Smart Cities, 2023 - mdpi.com
Traffic incidents have adverse effects on traffic operations, safety, and the economy. Efficient
Automatic Incident Detection (AID) systems are crucial for timely and accurate incident …
Automatic Incident Detection (AID) systems are crucial for timely and accurate incident …
The datAcron ontology for the specification of semantic trajectories: specification of semantic trajectories for data transformations supporting visual analytics
GA Vouros, GM Santipantakis, C Doulkeridis… - Journal on Data …, 2019 - Springer
As the number of moving objects increases, the challenges for achieving operational goals
wrt the mobility in many domains that are critical to economy and safety emerge …
wrt the mobility in many domains that are critical to economy and safety emerge …
Weighted multi-attribute framework to identify freeway incident hot spots in a spatiotemporal context
The present work used the analytical hierarchy process supported by a machine learning
technique (namely random forest variable importance) in a geospatial environment to …
technique (namely random forest variable importance) in a geospatial environment to …
Combination of Geostatistical and Geovisualisation Techniques for Analysing 120 Year Earthquake Events in Indonesia Using Open-Source Software
F Ramdani, V Chairunnisa - 2021 - preprints.org
Significant earthquakes frequently occur in Indonesia. Indonesia is situated over three active
tectonic plates, resulting in the formation of faults and trenches on the land and ocean floor …
tectonic plates, resulting in the formation of faults and trenches on the land and ocean floor …
MaaS system visualization
With the MaaS system running, massive amounts of data are generated (such as GPS
trajectory data of moving objects, daily delay data of metros, and ridership data). These data …
trajectory data of moving objects, daily delay data of metros, and ridership data). These data …
[HTML][HTML] HiVecMap: A parallel tool for real-time geovisualization of massive geographic vector data
L Chen, Z Liu, M Ma - SoftwareX, 2022 - Elsevier
A parallel real-time visualization software tool HiVecMap is proposed here for large-scale
geographic vector data mapping. HiVecMap calculates the mapping value of each display …
geographic vector data mapping. HiVecMap calculates the mapping value of each display …
Scalable interactive geo visualization platform for GIS data analysis
Visualization of geographic data finds enormous applications in location finding, disaster
management, resource allocation, mobility pattern detection etc. In this Big Data era …
management, resource allocation, mobility pattern detection etc. In this Big Data era …
[PDF][PDF] Visual Analysis of Spatial Metadata
SK Sheoran, V Parmar - International Journal of Computer Theory …, 2020 - academia.edu
Spatial data gathered from various data sources contains huge amount of metadata. Large
amount of metadata creates problem for the user to get insight into the required data for any …
amount of metadata creates problem for the user to get insight into the required data for any …
[PDF][PDF] Context-based spatial metadata cleaning using QGIS
V Parmar, S Sheoran - Vidyabharati International Interdisciplinary …, 2021 - researchgate.net
In present day world spatial metadata is explosively used in every sphere of human activities
but anomalies in the data obstruct the extraction of information with its full potential. Dirty …
but anomalies in the data obstruct the extraction of information with its full potential. Dirty …