A review of urban computing for mobile phone traces: current methods, challenges and opportunities

S Jiang, GA Fiore, Y Yang, J Ferreira Jr… - Proceedings of the 2nd …, 2013 - dl.acm.org
In this work, we present three classes of methods to extract information from triangulated
mobile phone signals, and describe applications with different goals in spatiotemporal …

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 …

Multi-task representation learning for travel time estimation

Y Li, K Fu, Z Wang, C Shahabi, J Ye, Y Liu - Proceedings of the 24th …, 2018 - dl.acm.org
One crucial task in intelligent transportation systems is estimating the duration of a potential
trip given the origin location, destination location as well as the departure time. Most existing …

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 …

Utilizing real-world transportation data for accurate traffic prediction

B Pan, U Demiryurek, C Shahabi - 2012 ieee 12th international …, 2012 - ieeexplore.ieee.org
For the first time, real-time high-fidelity spatiotemporal data on transportation networks of
major cities have become available. This gold mine of data can be utilized to learn about …

L-srr: Local differential privacy for location-based services with staircase randomized response

H Wang, H Hong, L Xiong, Z Qin, Y Hong - Proceedings of the 2022 …, 2022 - dl.acm.org
Location-based services (LBS) have been significantly developed and widely deployed in
mobile devices. It is also well-known that LBS applications may result in severe privacy …

Querying shortest paths on time dependent road networks

Y Wang, G Li, N Tang - Proceedings of the VLDB Endowment, 2019 - dl.acm.org
For real-world time dependent road networks (TDRNs), answering shortest path-based route
queries and plans in real-time is highly desirable by many industrial applications …

Go slow to go fast: minimal on-road time route scheduling with parking facilities using historical trajectory

L Li, K Zheng, S Wang, W Hua, X Zhou - The VLDB Journal, 2018 - Springer
For thousands of years, people have been innovating new technologies to make their travel
faster, the latest of which is GPS technology that is used by millions of drivers every day. The …

Minimal on-road time route scheduling on time-dependent graphs

L Li, W Hua, X Du, X Zhou - Proceedings of the VLDB Endowment, 2017 - dl.acm.org
On time-dependent graphs, fastest path query is an important problem and has been well
studied. It focuses on minimizing the total travel time (waiting time+ on-road time) but does …

Efficient kNN query for moving objects on time-dependent road networks

J Li, C Ni, D He, L Li, X Xia, X Zhou - The VLDB Journal, 2023 - Springer
In this paper, we study the Time-Dependent k Nearest Neighbor (TD-k NN) query on moving
objects that aims to return k objects arriving at the query location with the least traveling cost …