Xiaolei Ma

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

Xiaolei Ma, Zhimin Tao, Yinhai Wang et al. · Transportation Research Part C Emerging Technologies · 2015 · 2.1K citations

Computing, Computer Science, Electrical Engineering +16

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction

Xiaolei Ma, Zhuang Dai, Zhengbing He et al. · Sensors · 2017 · 1.4K citations · Full text

Computing, Computer Science, Computer Vision +16

Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks

Haiyang Yu, Zhihai Wu, Shuqin Wang et al. · Sensors · 2017 · 618 citations · Full text

Computing, Computer Science, Computer Vision +16

Large-Scale Transportation Network Congestion Evolution Prediction Using Deep Learning Theory

Xiaolei Ma, Haiyang Yu, Yunpeng Wang et al. · PLoS ONE · 2015 · 499 citations · Full text

Computing, Computer Science, Machine Learning +16

Understanding commuting patterns using transit smart card data

Xiaolei Ma, Congcong Liu, Huimin Wen et al. · Journal of Transport Geography · 2016 · 343 citations

Public Health, Computer Science, Transportation Planning +12