Predicting student's dropout in university classes using two-layer ensemble machine learning approach: A novel stacked generalization J Niyogisubizo, L Liao, E Nziyumva, E Murwanashyaka, ... Computers and Education: Artificial Intelligence 3, 100066, 2022 | 139 | 2022 |
Emission pattern mining based on taxi trajectory data in Beijing T Li, J Wu, A Dang, L Liao, M Xu Journal of cleaner production 206, 688-700, 2019 | 49 | 2019 |
Wavelet denoising algorithm based on NDOA compressed sensing for fluorescence image of microarray Z Gan, F Zou, N Zeng, B Xiong, L Liao, H Li, X Luo, M Du IEEE access 7, 13338-13346, 2019 | 40 | 2019 |
Urban air quality, meteorology and traffic linkages: Evidence from a sixteen-day particulate matter pollution event in December 2015, Beijing D Hu, J Wu, K Tian, L Liao, M Xu, Y Du Journal of Environmental Sciences 59, 30-38, 2017 | 40 | 2017 |
An improved dynamic Chebyshev graph convolution network for traffic flow prediction with spatial-temporal attention L Liao, Z Hu, Y Zheng, S Bi, F Zou, H Qiu, M Zhang Applied Intelligence 52 (14), 16104-16116, 2022 | 36 | 2022 |
A multigroup marine predator algorithm and its application for the power system economic load dispatch JS Pan, J Shan, SC Chu, SJ Jiang, SG Zheng, L Liao Energy Science & Engineering 10 (6), 1840-1854, 2022 | 23 | 2022 |
Expressway speed prediction based on electronic toll collection data F Zou, Q Ren, J Tian, F Guo, S Huang, L Liao, J Wu Electronics 11 (10), 1613, 2022 | 23 | 2022 |
Real‐time coordination of connected vehicles at intersections using graphical mixed integer optimization Q Ge, Q Sun, Z Wang, SE Li, Z Gu, S Zheng, L Liao IET Intelligent Transport Systems 15 (6), 795-807, 2021 | 22 | 2021 |
Time difference penalized traffic signal timing by LSTM Q-network to balance safety and capacity at intersections L Liao, J Liu, X Wu, F Zou, J Pan, Q Sun, SE Li, M Zhang IEEE Access 8, 80086-80096, 2020 | 22 | 2020 |
A spectral clustering method for big trajectory data mining with latent semantic correlation L Liao, X Jiang, F Zou, W HE, QIU Huai Chin. J. Electron 43 (5), 956-964, 2015 | 21 | 2015 |
一种支持轨迹大数据潜在语义相关性挖掘的谱聚类方法 廖律超, 蒋新华, 邹复民, 贺文武, 邱淮 电子学报 43 (5), 956-964, 2015 | 19 | 2015 |
Multilevel segmentation optimized by physical information for gridding of microarray images Z Gan, N Zeng, F Zou, J Chen, M Du, L Liao, H Li, Y Zhang IEEE Access 7, 32146-32153, 2019 | 18 | 2019 |
Trajectory topic modelling to characterize driving behaviors with GPS-based trajectory data L Liao, J Wu, F Zou, J Pan, T Li Journal of Internet Technology 19 (3), 815-824, 2018 | 18 | 2018 |
STTF: An efficient transformer model for traffic congestion prediction X Wang, R Zeng, F Zou, L Liao, F Huang International Journal of Computational Intelligence Systems 16 (1), 2, 2023 | 17 | 2023 |
The fast detection of abnormal ETC data based on an improved DTW algorithm F Guo, F Zou, S Luo, L Liao, J Wu, X Yu, C Zhang Electronics 11 (13), 1981, 2022 | 17 | 2022 |
The method of dynamic identification of the maximum speed limit of expressway based on electronic toll collection data F Zou, F Guo, J Tian, S Luo, X Yu, Q Gu, L Liao Scientific Programming 2021 (1), 4702669, 2021 | 17 | 2021 |
Deep reinforcement learning for intersection signal control considering pedestrian behavior G Han, Q Zheng, L Liao, P Tang, Z Li, Y Zhu Electronics 11 (21), 3519, 2022 | 16 | 2022 |
Mass Rapid Transit System Passenger Traffic Forecast Using a Re‐Sample Recurrent Neural Network R Hu, YC Chiu, CW Hsieh, TH Chang, X Xue, F Zou, L Liao Journal of Advanced Transportation 2019 (1), 8943291, 2019 | 16 | 2019 |
BiGA-YOLO: a lightweight object detection network based on YOLOv5 for autonomous driving J Liu, Q Cai, F Zou, Y Zhu, L Liao, F Guo Electronics 12 (12), 2745, 2023 | 14 | 2023 |
MFGCN: a multimodal fusion graph convolutional network for online car-hailing demand prediction L Liao, B Li, F Zou, D Huang IEEE Intelligent Systems 38 (3), 21-30, 2023 | 12 | 2023 |