From taxi GPS traces to social and community dynamics: A survey

PS Castro, D Zhang, C Chen, S Li, G Pan - ACM Computing Surveys …, 2013 - dl.acm.org
Vehicles equipped with GPS localizers are an important sensory device for examining
people's movements and activities. Taxis equipped with GPS localizers serve the …

Time-dependent graphs: Definitions, applications, and algorithms

Y Wang, Y Yuan, Y Ma, G Wang - Data Science and Engineering, 2019 - Springer
A time-dependent graph is, informally speaking, a graph structure dynamically changes with
time. In such graphs, the weights associated with edges dynamically change over time, that …

T-drive: driving directions based on taxi trajectories

J Yuan, Y Zheng, C Zhang, W **e, X **e… - Proceedings of the 18th …, 2010 - dl.acm.org
GPS-equipped taxis can be regarded as mobile sensors probing traffic flows on road
surfaces, and taxi drivers are usually experienced in finding the fastest (quickest) route to a …

Driving with knowledge from the physical world

J Yuan, Y Zheng, X **e, G Sun - Proceedings of the 17th ACM SIGKDD …, 2011 - dl.acm.org
This paper presents a Cloud-based system computing customized and practically fast
driving routes for an end user using (historical and real-time) traffic conditions and driver …

Discovering popular routes from trajectories

Z Chen, HT Shen, X Zhou - 2011 IEEE 27th International …, 2011 - ieeexplore.ieee.org
The booming industry of location-based services has accumulated a huge collection of
users' location trajectories of driving, cycling, hiking, etc. In this work, we investigate the …

A survey of shortest-path algorithms

A Madkour, WG Aref, FU Rehman, MA Rahman… - arxiv preprint arxiv …, 2017 - arxiv.org
A shortest-path algorithm finds a path containing the minimal cost between two vertices in a
graph. A plethora of shortest-path algorithms is studied in the literature that span across …

Reliable path planning for drone delivery using a stochastic time-dependent public transportation network

H Huang, AV Savkin, C Huang - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Drones have been regarded as a promising means for future delivery industry by many
logistics companies. Several drone-based delivery systems have been proposed but they …

Finding time period-based most frequent path in big trajectory data

W Luo, H Tan, L Chen, LM Ni - Proceedings of the 2013 ACM SIGMOD …, 2013 - dl.acm.org
The rise of GPS-equipped mobile devices has led to the emergence of big trajectory data. In
this paper, we study a new path finding query which finds the most frequent path (MFP) …

On the complexity of time-dependent shortest paths

L Foschini, J Hershberger, S Suri - Proceedings of the twenty-second annual …, 2011 - SIAM
We investigate the complexity of shortest paths in time-dependent graphs, in which the costs
of edges vary as a function of time, and as a result the shortest path between two nodes s …

Travel cost inference from sparse, spatio temporally correlated time series using markov models

B Yang, C Guo, CS Jensen - Proceedings of the VLDB Endowment, 2013 - dl.acm.org
The monitoring of a system can yield a set of measurements that can be modeled as a
collection of time series. These time series are often sparse, due to missing measurements …