Standout Papers

Long short-term memory neural network for traffic speed prediction using remote microwave sensor dat... 2015 2026 2018 2022 1.3k
  1. Long short-term memory neural network for traffic speed prediction using remote microwave sensor data (2015)
    Xiaolei Ma, Zhimin Tao et al. Transportation Research Part C Emerging Technologies
  2. Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction (2017)
    Xiaolei Ma, Zhuang Dai et al. Sensors
  3. Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks (2017)
    Haiyang Yu, Zhihai Wu et al. Sensors
  4. Large-Scale Transportation Network Congestion Evolution Prediction Using Deep Learning Theory (2015)
    Xiaolei Ma, Haiyang Yu et al. PLoS ONE

Immediate Impact

1 from Science/Nature 65 standout
Sub-graph 1 of 19

Citing Papers

Explainable spatiotemporal multi-task learning for electric vehicle charging demand prediction
2025 Standout
Ship energy consumption analysis and carbon emission exploitation via spatial-temporal maritime data
2024 Standout
1 intermediate paper

Works of Xiaolei Ma being referenced

Examining active travel behavior through explainable machine learning: Insights from Beijing, China
2024
Spatio-temporal analysis of carbon footprints for urban public transport systems based on smart card data
2023
and 1 more

Author Peers

Author Last Decade Papers Cites
Xiaolei Ma 4113 4145 1462 1929 152 7.2k
Zhiyuan Liu 4095 2563 2192 1808 301 6.4k
Bin Ran 3334 2551 2112 3068 333 6.6k
Matthew G. Karlaftis 3849 3249 936 1724 142 6.6k
Yisheng Lv 1784 2559 663 1554 129 4.9k
S. Travis Waller 3456 1833 1712 2068 308 6.5k
Michel Bierlaire 4781 1445 1339 1128 383 8.2k
Yinhai Wang 5194 5991 2288 3778 348 12.0k
Eleni I. Vlahogianni 2754 3137 1138 1891 139 5.1k
Satish V. Ukkusuri 4928 1977 2057 1721 270 8.6k
William H. K. Lam 7840 3415 2815 3624 368 10.5k

All Works

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Rankless by CCL
2026