442 citations · 482 across the 7 of their papers we have counts for
7 papers
Speed Limit: Obey, or Not Obey?
Zhengbing He, Mirco Nanni, Luca Pappalardo +2
It is commonly expected that drivers maintain a driving speed that is lower than or around the posted speed limit, as failure to obey may result in safety risks and fines. By takin…
An interactive city choice model and its application for measuring the intercity interaction
Xiang-Yu Jia, Er-Jian Liu, Chun-Yan Chen +1
Measuring the interaction between cities is an important research topic in many disciplines, such as sociology, geography, economics and transportation science. The traditional and…
Short-term origin-destination demand prediction in urban rail transit systems: A channel-wise attentive split-convolutional neural network method
Jinlei Zhang, Hongshu Che, Feng Chen +2
Short-term origin-destination (OD) flow prediction in urban rail transit (URT) plays a crucial role in smart and real-time URT operation and management. Different from other short-…
Portraying ride-hailing mobility using multi-day trip order data: A case study of Beijing, China
Zhengbing He
As a newly-emerging travel mode in the era of mobile internet, ride-hailing that connects passengers with private-car drivers via an online platform has been very popular all over…
Predicting Station-level Hourly Demands in a Large-scale Bike-sharing Network: A Graph Convolutional Neural Network Approach
Lei Lin, Zhengbing He, Srinivas Peeta
This study proposes a novel Graph Convolutional Neural Network with Data-driven Graph Filter (GCNN-DDGF) model that can learn hidden heterogeneous pairwise correlations between sta…
Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction
Xiaolei Ma, Zhuang Dai, Zhengbing He +3
This paper proposes a convolutional neural network (CNN)-based method that learns traffic as images and predicts large-scale, network-wide traffic speed with a high accuracy. Spati…
Route guidance strategies revisited: Comparison and evaluation in an asymmetric two-route traffic system
Zhengbing He, Ning Jia, Wei Guan
To alleviate traffic congestion, a variety of route guidance strategies has been proposed for intelligent transportation systems. A number of the strategies are proposed and invest…