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City metro network expansion based on multi-objective reinforcement learning Journal article
Zhang, Liqing, U, Leong Hou, Ni, Shaoquan, Chen, Dingjun, Li, Zhenning, Wang, Wenxian, Xian, Weizhi. City metro network expansion based on multi-objective reinforcement learning[J]. Transportation Research Part C: Emerging Technologies, 2024, 169, 104880.
Authors:  Zhang, Liqing;  U, Leong Hou;  Ni, Shaoquan;  Chen, Dingjun;  Li, Zhenning; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.6/9.6 | Submit date：2024/11/05
Actor-critic Network  Metro Expansion  Reinforcement Learning  
Multi-level traffic-responsive tilt camera surveillance through predictive correlated online learning Journal article
Li, Tao, Bian, Zilin, Lei, Haozhe, Zuo, Fan, Yang, Ya Ting, Zhu, Quanyan, Li, Zhenning, Ozbay, Kaan. Multi-level traffic-responsive tilt camera surveillance through predictive correlated online learning[J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 167, 104804.
Authors:  Li, Tao;  Bian, Zilin;  Lei, Haozhe;  Zuo, Fan;  Yang, Ya Ting; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.6/9.6 | Submit date：2024/09/03
Real-time Traffic Surveillance  Online Learning Control  Spatial–temporal Forecasting  Traffic State Estimation  Dynamic Route Planning  
Hi-SCL: Fighting long-tailed challenges in trajectory prediction with hierarchical wave-semantic contrastive learning Journal article
Lan, Zhengxing, Ren, Yilong, Yu, Haiyang, Liu, Lingshan, Li, Zhenning, Wang, Yinhai, Cui, Zhiyong. Hi-SCL: Fighting long-tailed challenges in trajectory prediction with hierarchical wave-semantic contrastive learning[J]. Transportation Research Part C: Emerging Technologies, 2024, 165, 104735.
Authors:  Lan, Zhengxing;  Ren, Yilong;  Yu, Haiyang;  Liu, Lingshan;  Li, Zhenning; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.6/9.6 | Submit date：2024/08/05
Contrastive Learning  Long-tailed Challenge  Trajectory Prediction  Wave Representation  
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Li,Zhenning, Yu,Hao, Zhang,Guohui, Dong,Shangjia, Xu,Cheng Zhong. Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning[J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2021, 125, 103059.
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
Favorite | TC[WOS]:75 TC[Scopus]:96  IF:7.6/9.6 | Submit date：2021/05/31
Multi-agent Reinforcement Learning  Knowledge Sharing  Adaptive Traffic Signal Control  Deep Learning  Transportation Network  
Development of a wireless inspection and notification system with minimum monitoring hardware for real-time vehicle engine health inspection Journal article
Wong, Pak Kin, Vong C.M., Wong K.I., Ma Z.-Q.. Development of a wireless inspection and notification system with minimum monitoring hardware for real-time vehicle engine health inspection[J]. Transportation Research Part C: Emerging Technologies, 2015, 58, 29-45.
Authors:  Wong, Pak Kin;  Vong C.M.;  Wong K.I.;  Ma Z.-Q.
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:7.6/9.6 | Submit date：2019/02/13
In-use Vehicle Inspection  Internet Of Things  Maximum Spanning Tree  Radio Frequency Identification  
Development of a wireless inspection and notification system with minimum monitoring hardware for real-time vehicle engine health inspection Journal article
Wong, P. K., Vong, C. M., Wong, K. I., Ma, Z. Q.. Development of a wireless inspection and notification system with minimum monitoring hardware for real-time vehicle engine health inspection[J]. Transportation Research Part C: Emerging Technologies (SCI-E), 2015, 29-45.
Authors:  Wong, P. K.;  Vong, C. M.;  Wong, K. I.;  Ma, Z. Q.
Favorite |   IF:7.6/9.6 | Submit date：2022/08/09
In-use vehicle inspection  Radio frequency identification  Maximum spanning tree  Internet of things