Long short-term memory neural network for traffic speed prediction using remote microwave sensor data X Ma, Z Tao, Y Wang, H Yu, Y Wang Transportation Research Part C: Emerging Technologies 54, 187-197, 2015 | 2130 | 2015 |
Learning traffic as images: A deep convolutional neural network for large-scale transportation network speed prediction X Ma, Z Dai, Z He, J Ma, Y Wang, Y Wang sensors 17 (4), 818, 2017 | 1413 | 2017 |
Mining Smart Card Data for Transit Riders' Travel Patterns X Ma, YJ Wu, Y Wang, F Chen, J Liu Transportation Research Part C: Emerging Technologies 36, 1-12, 2013 | 749 | 2013 |
Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks H Yu, Z Wu, S Wang, Y Wang, X Ma Sensors 17 (7), 1501, 2017 | 608 | 2017 |
Large-scale transportation network congestion evolution prediction using deep learning theory X Ma, H Yu, Y Wang, Y Wang PloS one 10 (3), e0119044, 2015 | 587 | 2015 |
Understanding commuting patterns using transit smart card data X Ma, C Liu, H Wen, Y Wang, YJ Wu Journal of Transport Geography 58, 135-145, 2017 | 363 | 2017 |
Forecasting short-term subway passenger flow under special events scenarios using multiscale radial basis function networks Y Li, X Wang, S Sun, X Ma, G Lu Transportation Research Part C: Emerging Technologies 77, 306-328, 2017 | 236 | 2017 |
A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership X Ma, J Zhang, C Ding, Y Wang Computers, Environment and Urban Systems 70, 113-124, 2018 | 233 | 2018 |
Prioritizing influential factors for freeway incident clearance time prediction using the gradient boosting decision trees method X Ma, C Ding, S Luan, Y Wang, Y Wang IEEE Transactions on Intelligent Transportation Systems 18 (9), 2303-2310, 2017 | 217 | 2017 |
Predicting short-term subway ridership and prioritizing its influential factors using gradient boosting decision trees C Ding, D Wang, X Ma, H Li Sustainability 8 (11), 1100, 2016 | 184 | 2016 |
Profit distribution in collaborative multiple centers vehicle routing problem Y Wang, X Ma, Z Li, Y Liu, M Xu, Y Wang Journal of cleaner production 144, 203-219, 2017 | 179 | 2017 |
Parallel architecture of convolutional bi-directional LSTM neural networks for network-wide metro ridership prediction X Ma, J Zhang, B Du, C Ding, L Sun IEEE Transactions on Intelligent Transportation Systems 20 (6), 2278-2288, 2018 | 171 | 2018 |
Two-echelon location-routing optimization with time windows based on customer clustering Y Wang, K Assogba, Y Liu, X Ma, M Xu, Y Wang Expert Systems with Applications 104, 244-260, 2018 | 147 | 2018 |
A fuzzy-based customer clustering approach with hierarchical structure for logistics network optimization Y Wang, X Ma, Y Lao, Y Wang Expert systems with applications 41 (2), 521-534, 2014 | 134 | 2014 |
Forecasting transportation network speed using deep capsule networks with nested LSTM models X Ma, H Zhong, Y Li, J Ma, Z Cui, Y Wang IEEE Transactions on Intelligent Transportation Systems 22 (8), 4813-4824, 2020 | 129 | 2020 |
Sustainable station-level planning: An integrated transport and land use design model for transit-oriented development X Ma, X Chen, X Li, C Ding, Y Wang Journal of Cleaner Production 170, 1052-1063, 2018 | 115 | 2018 |
Cooperation and profit allocation in two-echelon logistics joint distribution network optimization Y Wang, X Ma, M Liu, K Gong, Y Liu, M Xu, Y Wang Applied Soft Computing 56, 143-157, 2017 | 114 | 2017 |
Impacts of free-floating bikesharing system on public transit ridership X Ma, X Zhang, X Li, X Wang, X Zhao Transportation research part D: transport and environment 76, 100-110, 2019 | 113 | 2019 |
Transit smart card data mining for passenger origin information extraction X Ma, Y Wang, F Chen, J Liu Journal of Zhejiang University-Science C 13 (10), 750-760, 2012 | 112 | 2012 |
Learning dynamic and hierarchical traffic spatiotemporal features with transformer H Yan, X Ma, Z Pu IEEE Transactions on Intelligent Transportation Systems 23 (11), 22386-22399, 2021 | 108 | 2021 |