83 citations · 145 across the 3 of their papers we have counts for
3 papers
physics.soc-ph2018★ 44 cited
Anomaly Detection in Road Networks Using Sliding-Window Tensor Factorization
Ming Xu, Jianping Wu, Haohan Wang +1
Anomaly detection in road networks is vital for traffic management and emergency response. However, existing approaches do not directly address multiple anomaly types. We propose a…
cs.NI2014★ 18 cited
Map Matching based on Conditional Random Fields and Route Preference Mining for Uncertain Trajectories
Xu Ming, Du Yi-man, Wu Jian-ping +1
In order to improve offline map matching accuracy of low-sampling-rate GPS, a map matching algorithm based on conditional random fields (CRF) and route preference mining is propose…
cs.AI2014★ 83 cited
Discovery of Important Crossroads in Road Network using Massive Taxi Trajectories
Ming Xu, Jianping Wu, Yiman Du +4
A major problem in road network analysis is discovery of important crossroads, which can provide useful information for transport planning. However, none of existing approaches add…