2 papers
cs.SI2020
TraLFM: Latent Factor Modeling of Traffic Trajectory Data
Meng Chen, Xiaohui Yu, Yang Liu
The widespread use of positioning devices (e.g., GPS) has given rise to a vast body of human movement data, often in the form of trajectories. Understanding human mobility patterns…
eess.SP2020
PCNN: Deep Convolutional Networks for Short-term Traffic Congestion Prediction
Meng Chen, Xiaohui Yu, Yang Liu
Traffic problems have seriously affected people's life quality and urban development, and forecasting the short-term traffic congestion is of great importance to both individuals a…