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 | 71 | 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 | 39 | 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 | 38 | 2017 |
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 | 34 | 2019 |
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 |
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 | 21 | 2022 |
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 | 21 | 2022 |
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 |
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 | 19 | 2022 |
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 | 19 | 2020 |
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 |
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 | 17 | 2018 |
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, 1-15, 2021 | 16 | 2021 |
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 | 16 | 2019 |
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 | 15 | 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, 2019 | 14 | 2019 |
An automatic recognition approach for traffic congestion states based on traffic video F Zou, L Llao, X Jiang, H Lai Journal of Highway and Transportation Research and Development (English …, 2014 | 12 | 2014 |
Electrical energy prediction with regression-oriented models T Zhang, L Liao, H Lai, J Liu, F Zou, Q Cai Proceedings of the Fifth Euro-China Conference on Intelligent Data Analysis …, 2019 | 11 | 2019 |
Multi-view travel time prediction based on electronic toll collection data S Luo, F Zou, C Zhang, J Tian, F Guo, L Liao Entropy 24 (8), 1050, 2022 | 10 | 2022 |
Hierarchical quantitative analysis to evaluate unsafe driving behaviour from massive trajectory data L Liao, B Chen, F Zou, S Eben Li, J Liu, X Wu, N Dong IET Intelligent Transport Systems 14 (8), 849-856, 2020 | 10 | 2020 |