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ORCIDSimon Hu 0001
Person information
- affiliation: Zhejiang University, Institute of Intelligent Transportation Systems, Haining, China
- affiliation (2017 - 2018): Imperial College London, Transport and Environmental Laboratory, London, UK
Other persons with the same name
- Simon Hu — disambiguation page
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2020 – today
- 2024
[j21]Yuanyi Chen, Yanchong Zheng, Simon Hu, Shiwei Xie, Qiang Yang:
Optimal Operation of Fast Charging Station Aggregator in Uncertain Electricity Markets Considering Onsite Renewable Energy and Bounded EV User Rationality. IEEE Trans. Ind. Informatics 20(11): 13384-13395 (2024)- [j20]Xinlong Huang
, Simon Hu, Wei Wang, Ioannis Kaparias, Shaopeng Zhong, Xiaoxiang Na, Michael G. H. Bell, Der-Horng Lee:
Identifying Critical Links in Urban Transportation Networks Based on Spatio-Temporal Dependency Learning. IEEE Trans. Intell. Transp. Syst. 25(6): 5583-5597 (2024) - [j19]Bin Zhou, Qishen Zhou, Simon Hu, Dongfang Ma, Sheng Jin, Der-Horng Lee:
Cooperative Traffic Signal Control Using a Distributed Agent-Based Deep Reinforcement Learning With Incentive Communication. IEEE Trans. Intell. Transp. Syst. 25(8): 10147-10160 (2024) - [j18]Yongxin Zhu, Yongfu Li, Hang Zhao, Simon Hu, Yibing Wang:
Evaluating Stability and Performance in Mixed Traffic: A Theoretical and Co-Simulation Approach. IEEE Trans. Intell. Transp. Syst. 25(11): 16978-16988 (2024) - [j17]Junyi Li, Chenlei Liao, Simon Hu, Xiqun Chen, Der-Horng Lee:
Physics-Guided Multi-Source Transfer Learning for Network-Scale Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 25(11): 17533-17546 (2024) - [j16]Yuanyi Chen, Simon Hu, Shiwei Xie, Yanchong Zheng, Qinru Hu, Qiang Yang:
Optimal Dynamic Pricing of Fast Charging Stations Considering Bounded Rationality of Users and Market Regulation. IEEE Trans. Smart Grid 15(4): 3950-3965 (2024) - [c21]Song Lian, Bin Zhou, Simon Hu, Jianghan Hu, Gaoang Wang, José Escribano, Xiaoxiang Na, Sheng Jin:
Enhanced Multimodal Trajectory Prediction for Autonomous Vehicles Using Advanced Diffusion Model Techniques. IV 2024: 484-489 - 2023
- [j15]Yonghui Hu, Peng Yang, Mingming Zhao, Daofei Li, Lihui Zhang, Simon Hu, Wei Hua, Wei Ji, Yibing Wang, Jingqiu Guo:
A Generic Approach to Eco-Driving of Connected Automated Vehicles in Mixed Urban Traffic and Heterogeneous Power Conditions. IEEE Trans. Intell. Transp. Syst. 24(11): 11963-11980 (2023) - [j14]Shuai Ling, Zhe Yu, Shaosheng Cao, Haipeng Zhang, Simon Hu:
STHAN: Transportation Demand Forecasting with Compound Spatio-Temporal Relationships. ACM Trans. Knowl. Discov. Data 17(4): 54:1-54:23 (2023) - [j13]Simon Hu, Yin Ye, Qinru Hu, Xin Liu, Shaosheng Cao, Howard H. Yang, Yongdong Shen, Panagiotis Angeloudis, Leandro Parada, Chao Wu:
A Federated Learning-Based Framework for Ride-Sourcing Traffic Demand Prediction. IEEE Trans. Veh. Technol. 72(11): 14002-14015 (2023) - [c20]Run Hu, Zheyi Tang, Qinru Hu, Xiaoxiang Na, Panagiotis Angeloudis, Der-Horng Lee, Simon Hu:
Bi-Level Programming Approach for Optimal Charging Station Location and Traffic Assignment in Electric Autonomous Vehicle Systems. ITSC 2023: 6013-6018 - [c19]Jianghan Hu, Song Lian, Simon Hu, Cristoforo Demartino, Gaoang Wang, Xin Liu, Yongfu Li, Claudio Roncoli, Der-Horng Lee:
A CNN-based generative model for vehicle trajectory reconstruction in mixed traffic flow. MT-ITS 2023: 1-6 - 2022
- [j12]Panukorn Taleongpong, Simon Hu, Zhoutong Jiang, Chao Wu, Sunday Popo-Ola, Ke Han:
Machine learning techniques to predict reactionary delays and other associated key performance indicators on British railway network. J. Intell. Transp. Syst. 26(3): 311-329 (2022) - [j11]Yongfu Li, Zhenyu Zhong, Yu Song, Qi Sun, Hao Sun, Simon Hu, Yibing Wang:
Longitudinal Platoon Control of Connected Vehicles: Analysis and Verification. IEEE Trans. Intell. Transp. Syst. 23(5): 4225-4235 (2022) - [j10]Yongfu Li, Bangjie Chen, Hang Zhao, Srinivas Peeta, Simon Hu, Yibing Wang, Zuduo Zheng:
A Car-Following Model for Connected and Automated Vehicles With Heterogeneous Time Delays Under Fixed and Switching Communication Topologies. IEEE Trans. Intell. Transp. Syst. 23(9): 14846-14858 (2022) - [j9]Yongfu Li, Qingxiu Lv, Hao Zhu, Haiqing Li, Huaqing Li, Simon Hu, Shuyou Yu, Yibing Wang:
Variable Time Headway Policy Based Platoon Control for Heterogeneous Connected Vehicles With External Disturbances. IEEE Trans. Intell. Transp. Syst. 23(11): 21190-21200 (2022) - [j8]Simon Hu, Qishen Zhou, Junyi Li, Yibing Wang, Claudio Roncoli, Lihui Zhang, Lewis Lehe:
High Time-Resolution Queue Profile Estimation at Signalized Intersections Based on Extended Kalman Filtering. IEEE Trans. Intell. Transp. Syst. 23(11): 21274-21290 (2022) - [c18]Yongxin Zhu, Yongfu Li, Simon Hu, Shuyou Yu:
Optimal Control for Vehicle Platoon Considering External Disturbances. ITSC 2022: 453-458 - [c17]Siqi Shu, Zhengqi Chen, Zhe Yu, Shaosheng Cao, Guobin Wu, Donghai Shi, Gaoang Wang, Zuozhu Liu, Xiqun Chen, Xiaoxiang Na, Chao Wu, Simon Hu:
Modeling Freight-Sharing Platform Operations for Optimal Compensation Strategy Using Markov Decision Processes. ITSC 2022: 1006-1011 - [c16]Anke Ye, Qishen Zhou, Xin Liu, Yu Zhang, Zhuge Tao, Jun Li, Michael G. H. Bell, Jyotirmoyee Bhattacharjya, Shenglin Ben, Xiqun Chen, Simon Hu:
Modeling and Managing an On-Demand Meal Delivery System with Mixed Autonomy. ITSC 2022: 2007-2012 - 2021
- [j7]Yibing Wang, Xianghua Yu, Siyu Zhang, Pengjun Zheng, Jingqiu Guo, Lihui Zhang, Simon Hu, Senlin Cheng, Heng Wei:
Freeway Traffic Control in Presence of Capacity Drop. IEEE Trans. Intell. Transp. Syst. 22(3): 1497-1516 (2021) - [j6]Chuanhui Tang, Wenbin Hu, Simon Hu, Marc E. J. Stettler:
Urban Traffic Route Guidance Method With High Adaptive Learning Ability Under Diverse Traffic Scenarios. IEEE Trans. Intell. Transp. Syst. 22(5): 2956-2968 (2021) - [c15]Xinfeng Liu, Ronghui Zheng, Hongwei Wang, Mark D. Butala, Deng Liu, Xianan Ren, Simon Hu:
A Knowledge Management Framework for Vehicle Hazard Analysis. ICEBE 2021: 165-169 - [c14]Yonghui Hu, Yibing Wang, Xufeng Jin, Jingqiu Guo, Lihui Zhang, Jun Simon Hu:
Urban Eco-driving of Connected and Automated Vehicles in Traffic-Mixed and Power-heterogeneous Conditions. ITSC 2021: 873-878 - [c13]Yiyue Ma, Long Wang, Yibing Wang, Jingqiu Guo, Lihui Zhang, Simon Hu, Ioannis Papamichail, Markos Papageorgiou:
Developing Smart Lane-changing Strategies for CAVs on Freeways based on MOBIL and Reinforcement Learning. ITSC 2021: 2027-2033 - [c12]Junyi Li, Kaihang Zhang, Loutao Shen, Zhebing Wang, Fangce Guo, Panagiotis Angeloudis, Xiqun Michael Chen, Simon Hu:
A Domain Adaptation Framework for Short-term Traffic Prediction. ITSC 2021: 3564-3569 - [c11]Qishen Zhou, Roozbeh Mohammadi, Weiming Zhao, Kaihang Zhang, Lihui Zhang, Yibing Wang, Claudio Roncoli, Simon Hu:
Queue Profile Identification at Signalized Intersections with High-Resolution Data from Drones. MT-ITS 2021: 1-6 - 2020
- [j5]Chao Wu, Simon Hu, Chun-Hsiang Lee, Jun Xiao:
Multi-platform data collection for public service with Pay-by-Data. Multim. Tools Appl. 79(45-46): 33503-33518 (2020) - [j4]Chao Wu, Zhen Wang, Simon Hu, Julien Lepine, Xiaoxiang Na, Daniel Ainalis, Marc Stettler:
An Automated Machine-Learning Approach for Road Pothole Detection Using Smartphone Sensor Data. Sensors 20(19): 5564 (2020) - [c10]Jingnan Cao, Yonghui Hu, Manolis Diamantis, Siyu Zhang, Yibing Wang, Jingqiu Guo, Ioannis Papamichail, Markos Papageorgiou, Lihui Zhang, Jun Simon Hu:
A Max Pressure Approach to Urban Network Signal Control with Queue Estimation using Connected Vehicle Data. ITSC 2020: 1-8 - [c9]Jacob S. W. Heglund, Panukorn Taleongpong, Simon Hu, Huy T. Tran:
Railway Delay Prediction with Spatial-Temporal Graph Convolutional Networks. ITSC 2020: 1-6 - [c8]Junyi Li, Fangce Guo, Yibing Wang, Lihui Zhang, Xiaoxiang Na, Simon Hu:
Short-term Traffic Prediction with Deep Neural Networks and Adaptive Transfer Learning. ITSC 2020: 1-6 - [c7]Mingming Zhao, Xianghua Yu, Yonghui Hu, Jingnan Cao, Simon Hu, Lihui Zhang, Jingqiu Guo, Yibing Wang:
Real-time Freeway Traffic State Estimation with Fixed and Mobile Sensing Data. ITSC 2020: 1-7 - [i1]Renos Karamanis, He-in Cheong, Simon Hu, Marc Stettler, Panagiotis Angeloudis:
Identifying Critical Fleet Sizes Using a Novel Agent-Based Modelling Framework for Autonomous Ride-Sourcing. CoRR abs/2011.11085 (2020)
2010 – 2019
- 2019
- [j3]Chao Wu, Guolong Wang, Jiangcheng Zhu, Piyawat Lertvittayakumjorn, Simon Hu, Chilie Tan, Hong Mi, Yadan Xu, Jun Xiao:
Exploratory Analysis for Big Social Data Using Deep Network. IEEE Access 7: 21446-21453 (2019) - [j2]Liping Yan, Wenbin Hu, Simon Hu:
SALA: A Self-Adaptive Learning Algorithm - Towards Efficient Dynamic Route Guidance in Urban Traffic Networks. Neural Process. Lett. 50(1): 77-101 (2019) - [j1]Yuefei Tian, Wenbin Hu, Bo Du, Simon Hu, Cong Nie, Cheng Zhang:
IQGA: A route selection method based on quantum genetic algorithm- toward urban traffic management under big data environment. World Wide Web 22(5): 2129-2151 (2019) - [c6]Long Wang, Fangmin Ye, Yibing Wang, Jingqiu Guo, Ioannis Papamichail, Markos Papageorgiou, Simon Hu, Lihui Zhang:
A Q-learning Foresighted Approach to Ego-efficient Lane Changes of Connected and Automated Vehicles on Freeways. ITSC 2019: 1385-1392 - [c5]Qingyun Liu, Simon Hu, Panagiotis Angeloudis, Yibing Wang, Lihui Zhang, Qiang Yang, Yongfu Li:
Simulation and Evaluation of CAVs Behavior in an Isolated Signalized Intersection Equipped with Dynamic Wireless Power Transfer System. ITSC 2019: 2207-2212 - 2015
- [c4]Robert Kolbl, Bernhard Heilmann, Dietmar Bauer, Gernot Lenz, Martin Litzenberger, Bernd Cagran, Margherita Mascia, Simon Hu:
An assessment of VMS-rerouting and traffic signal planning with emission objectives in an urban network - A case study for the city of Graz. MT-ITS 2015: 169-176 - 2014
- [c3]Bahar Namaki Araghi, Simon Hu, Rajesh Krishnan, Michael Bell, Washington Ochieng:
A comparative study of k-NN and hazard-based models for incident duration prediction. ITSC 2014: 1608-1613 - 2013
- [c2]Martin Litzenberger, Simon Hu, Robin J. North:
Field investigation of vehicle acceleration at the stop line with a dynamic vision sensor. ITSC 2013: 2310-2315 - 2012
- [c1]Jun Simon Hu, Ioannis Kaparias, Michael G. H. Bell:
Current state and future outlook of traffic data fusion in London. ITSC 2012: 1483-1488
Coauthor Index
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