A survey on trajectory data mining: Techniques and applications

Z Feng, Y Zhu - IEEE Access, 2016 - ieeexplore.ieee.org
Rapid advance of location acquisition technologies boosts the generation of trajectory data,
which track the traces of moving objects. A trajectory is typically represented by a sequence …

A review of quantitative methods for movement data

JA Long, TA Nelson - International Journal of Geographical …, 2013 - Taylor & Francis
The collection, visualization, and analysis of movement data is at the forefront of geographic
information science research. Movement data are generally collected by recording an …

Large scale real-time ridesharing with service guarantee on road networks

Y Huang, R Jin, F Bastani, XS Wang - arXiv preprint arXiv:1302.6666, 2013 - arxiv.org
The mean occupancy rates of personal vehicle trips in the United States is only 1.6 persons
per vehicle mile. Urban traffic gridlock is a familiar scene. Ridesharing has the potential to …

MobilityDB: A mobility database based on PostgreSQL and PostGIS

E Zimányi, M Sakr, A Lesuisse - ACM Transactions on Database …, 2020 - dl.acm.org
Despite two decades of research in moving object databases and a few research prototypes
that have been proposed, there is not yet a mainstream system targeted for industrial use. In …

Efficient data structures for model-free data-driven computational mechanics

R Eggersmann, L Stainier, M Ortiz, S Reese - Computer Methods in …, 2021 - Elsevier
The data-driven computing paradigm initially introduced by Kirchdoerfer & Ortiz (2016)
enables finite element computations in solid mechanics to be performed directly from …

[图书][B] SECONDO: A platform for moving objects database research and for publishing and integrating research implementations

RH Güting, T Behr, C Düntgen - 2010 - secondo-database.github.io
Databases supporting time dependent and continuously changing geometries, called
moving objects databases, have been studied for about 15 years. The field has been …

Spatio-temporal trajectory similarity measures: A comprehensive survey and quantitative study

D Hu, L Chen, H Fang, Z Fang, T Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Spatio-temporal trajectory analytics are useful in diversified applications such as urban
planning, infrastructure development, and vehicular networks. Trajectory similarity measure …

A generic data model for moving objects

J Xu, RH Güting - GeoInformatica, 2013 - Springer
Moving objects databases should be able to manage trips that pass through several real
world environments, eg, road network, indoor. However, the current data models only deal …

Probabilistic nearest neighbor queries on uncertain moving object trajectories

J Niedermayer, A Züfle, T Emrich, M Renz… - arXiv preprint arXiv …, 2013 - arxiv.org
Nearest neighbor (NN) queries in trajectory databases have received significant attention in
the past, due to their application in spatio-temporal data analysis. Recent work has …

Grid-based method for GPS route analysis for retrieval

R Mariescu-Istodor, P Fränti - … on Spatial Algorithms and Systems (TSAS), 2017 - dl.acm.org
Grids are commonly used as histograms to process spatial data in order to detect frequent
patterns, predict destinations, or to infer popular places. However, they have not been …