Haiyang Yu

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

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

Retrieving Soybean Leaf Area Index from Unmanned Aerial Vehicle Hyperspectral Remote Sensing: Analysis of RF, ANN, and SVM Regression Models

Huanhuan Yuan, Guijun Yang, Changchun Li et al. · Remote Sensing · 2017 · 282 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

Automated vehicle-involved traffic flow studies: A survey of assumptions, models, speculations, and perspectives

Haiyang Yu, Rui Jiang, Zhengbing He et al. · Transportation Research Part C Emerging Technologies · 2021 · 218 citations · Full text

Engineering, Systems Engineering, Transport +16