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Jingqiu Guo · SciRah

Researcher profile · Semantic Scholar

Jingqiu Guo

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Jingqiu Guo — researcher profile on SciRah

h-index: 19
Works: 62
Citations: 1,072

Most-cited papers

GPS-based citywide traffic congestion forecasting using CNN-RNN and C3D hybrid model
Jingqiu Guo, Yangzexi Liu, Qing Yang, Yibing Wang +1 more
202080 citations
Semantic Scholar
A Motorcyclist-Injury Severity Analysis: A Comparison of Single-, Two-, and Multi-Vehicle Crashes Using Latent Class Ordered Probit Model.
Jing Li, S. Fang, Jingqiu Guo, Ting Fu +1 more
2020Accident Analysis and Prevention76 citations
Semantic Scholar
Real-time crash prediction on freeways using data mining and emerging techniques
Jin-Ming You, Junhua Wang, Jingqiu Guo
2017Journal of Modern Transportation74 citations Open access
Semantic Scholar
Characteristic analysis of mixed traffic flow of regular and autonomous vehicles using cellular automata
Yangzexi Liu, Jingqiu Guo, J. Taplin, Yibing Wang
201770 citations Open access
Semantic Scholar
Real-time joint traffic state and model parameter estimation on freeways with fixed sensors and connected vehicles: State-of-the-art overview, methods, and case studies
Yibing Wang, Mingming Zhao, Xianghua Yu, Yonghui Hu +5 more
2022Transportation Research Part C: Emerging Technologies66 citations
Semantic Scholar
Ego-efficient lane changes of connected and automated vehicles with impacts on traffic flow
Yibing Wang, Long Wang, Jingqiu Guo, I. Papamichail +5 more
2022Transportation Research Part C: Emerging Technologies63 citations
Semantic Scholar
Merging and Diverging Impact on Mixed Traffic of Regular and Autonomous Vehicles
Jingqiu Guo, Sen-Lin Cheng, Yangzexi Liu
2021IEEE transactions on intelligent transportation systems (Print)61 citations
Semantic Scholar
Driving Behaviour Style Study with a Hybrid Deep Learning Framework Based on GPS Data
Jingqiu Guo, Yangzexi Liu, Lan-Fang Zhang, Yibing Wang
2018Sustainability53 citations Open access
Semantic Scholar
Bus Bridging Disruption in Rail Services With Frustrated and Impatient Passengers
Yibing Wang, Jingqiu Guo, G. Currie, A. Ceder +2 more
2014IEEE transactions on intelligent transportation systems (Print)47 citations
Semantic Scholar
Waiting for public transport services: Queueing analysis with balking and reneging behaviors of impatient passengers
Yibing Wang, Jingqiu Guo, A. Ceder, G. Currie +2 more
201441 citations
Semantic Scholar
Local ramp metering in the presence of random-location bottlenecks downstream of a metered on-ramp
Yibing Wang, M. Papageorgiou, J. Gaffney, I. Papamichail +1 more
201013th International IEEE Conference on Intelligent Transportation Systems41 citations
Semantic Scholar
Spatial Stochastic Vehicle Traffic Modeling for VANETs
Jingqiu Guo, Yong Zhang, Xinyao Chen, S. Yousefi +2 more
2018IEEE transactions on intelligent transportation systems (Print)36 citations
Semantic Scholar
Modeling Lane-Changing Behavior in Freeway Off-Ramp Areas from the Shanghai Naturalistic Driving Study
Lan-Fang Zhang, Cheng Chen, Jia-Yan Zhang, S. Fang +2 more
201836 citations Open access
Semantic Scholar
Identifying safe intersection design through unsupervised feature extraction from satellite imagery
J. Wijnands, Haifeng Zhao, K. Nice, Jason Thompson +3 more
2020Comput. Aided Civ. Infrastructure Eng.33 citations Open access
Semantic Scholar
A Generic Approach to Eco-Driving of Connected Automated Vehicles in Mixed Urban Traffic and Heterogeneous Power Conditions
Yonghui Hu, Peng Yang, Mingming Zhao, Daofei Li +6 more
2023IEEE transactions on intelligent transportation systems (Print)32 citations
Semantic Scholar
A hybrid deep learning approach for driver anomalous lane changing identification.
Pengcheng Fan, Jingqiu Guo, Yibing Wang, J. Wijnands
2022Accident Analysis and Prevention24 citations
Semantic Scholar
Generic Approaches to Estimating Freeway Traffic State and Percentage of Connected Vehicles With Fixed and Mobile Sensing
Mingming Zhao, C. Roncoli, Yibing Wang, N. Bekiaris-Liberis +2 more
2022IEEE transactions on intelligent transportation systems (Print)21 citations
Semantic Scholar
Assessing injury severity of secondary incidents using support vector machines
Jing Li, Jingqiu Guo, J. Wijnands, Rongjie Yu +2 more
2020Journal of Transportation Safety & Security20 citations
Semantic Scholar
Car-Following Modeling Incorporating Driving Memory Based on Autoencoder and Long Short-Term Memory Neural Networks
Pengcheng Fan, Jingqiu Guo, Haifeng Zhao, J. Wijnands +1 more
2019Sustainability19 citations Open access
Semantic Scholar
Corrigendum to “Characteristic Analysis of Mixed Traffic Flow of Regular and Autonomous Vehicles Using Cellular Automata”
Yangzexi Liu, Jingqiu Guo, J. Taplin, Yibing Wang
201718 citations Open access
Semantic Scholar
A Q-learning Foresighted Approach to Ego-efficient Lane Changes of Connected and Automated Vehicles on Freeways
Long Wang, Fangmin Ye, Yibing Wang, Jingqiu Guo +4 more
2019International Conference on Intelligent Transportation Systems16 citations
Semantic Scholar
Eco-driving of connected autonomous vehicles in urban traffic networks of mixed autonomy with cut-in and escape lane-changes of manually-driven vehicles
Yonghui Hu, Yibing Wang, Jingqiu Guo, Lihui Zhang +3 more
2024Transportation Research Part C: Emerging Technologies14 citations
Semantic Scholar
Middle-aged Drivers' subjective categorization for combined alignments on mountainous freeways and their speed choices.
Fan Wang, Yu-Ren Chen, Jingqiu Guo, Cheng Yu +2 more
2019Accident Analysis and Prevention13 citations
Semantic Scholar
Freeway Traffic Control in Presence of Capacity Drop
Yibing Wang, Xianghua Yu, Siyu Zhang, P. Zheng +5 more
2020IEEE transactions on intelligent transportation systems (Print)12 citations
Semantic Scholar
Modeling and interpreting road geometry from a driver's perspective using variational autoencoders
Fan Wang, Yu-Ren Chen, J. Wijnands, Jingqiu Guo
2020Comput. Aided Civ. Infrastructure Eng.11 citations Open access
Semantic Scholar
Enhancing Freeway Safety through Intervening in Traffic Flow Dynamics Based on Variable Speed Limit Control
Jin-Ming You, S. Fang, Lan-Fang Zhang, J. Taplin +1 more
2018Journal of Advanced Transportation10 citations Open access
Semantic Scholar
Unsupervised Deep Learning to Explore Streetscape Factors Associated with Urban Cyclist Safety
Haifeng Zhao, J. Wijnands, K. Nice, Jason Thompson +3 more
2019Smart Innovation, Systems and Technologies9 citations
Semantic Scholar
Vertical and Horizontal Queue Models for Oversaturated Signal Intersections with Quasi-Real-Time Reconstruction of Deterministic and Shockwave Queueing Profiles Using Limited Mobile Sensing Data
Yong-Yang Liu, Jingqiu Guo, Yibing Wang
2018Journal of Advanced Transportation8 citations Open access
Semantic Scholar
An optimized real-time crash prediction model on freeway with over-sampling techniques based on support vector machine
Jin-Ming You, Junhua Wang, S. Fang, Jingqiu Guo
2017Journal of Intelligent & Fuzzy Systems8 citations
Semantic Scholar
Integrated Control of Internal Boundary and Ramp Inflows for Lane-free Traffic of Automated Vehicles on Freeways
Xu Jin, Xianghua Yu, Yonghui Hu, Yibing Wang +4 more
20222022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)7 citations
Semantic Scholar
A Max Pressure Approach to Urban Network Signal Control with Queue Estimation using Connected Vehicle Data
J. Cao, Yonghui Hu, Manolis Diamantis, Siyu Zhang +6 more
20202020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC)7 citations
Semantic Scholar
Capacity Drop at Freeway Ramp Merges with Its Replication in Macroscopic and Microscopic Traffic Simulations: A Tutorial Report
Yibing Wang, Long Wang, Xianghua Yu, Jingqiu Guo
2023Sustainability5 citations Open access
Semantic Scholar
The Impact of Over-bright Highway Billboards on Driving Behavior
Lan-Fang Zhang, Junfeng Zhang, Yangzexi Liu, Jingqiu Guo
2017International Conference on Vehicle Technology and Intelligent Transport Systems5 citations
Semantic Scholar
Joint Queue Estimation and Max Pressure Control for Signalized Urban Networks with Connected Vehicles
Siyu Zhang, Manolis Diamantis, Yibing Wang, Jingqiu Guo +4 more
20202020 Forum on Integrated and Sustainable Transportation Systems (FISTS)4 citations
Semantic Scholar
Simulated CAVs Driving and Characteristics of the Mixed Traffic Using Reinforcement Learning Method
Jingqiu Guo, Yangzexi Liu, S. Fang
2019Smart Innovation, Systems and Technologies4 citations
Semantic Scholar
Deep Learning Based Congestion Prediction Using PROBE Trajectory Data
Jingqiu Guo, Yangzexi Liu, Yibing Wang, Ken Yang
2019CICTP 20194 citations
Semantic Scholar
Optimal integrated control of internal boundaries, ramp inflows, and variable speed limits for lane-free traffic of connected automated vehicles on freeways
Fengyue Jin, Yibing Wang, M. Malekzadeh, M. Papageorgiou +5 more
2026Transportation Research Part C: Emerging Technologies3 citations
Semantic Scholar
Physics-Informed Deep Learning for Traffic State Estimation on Freeways: A Comprehensive Comparative Study
Hong-Xin Yu, Yibing Wang, Fengyue Jin, C. Roncoli +4 more
2026IEEE transactions on intelligent transportation systems (Print)3 citations
Semantic Scholar
Urban Eco-driving of Connected and Automated Vehicles in Traffic-Mixed and Power-heterogeneous Conditions
Yonghui Hu, Yibing Wang, Xu Jin, Jingqiu Guo +2 more
2021International Conference on Intelligent Transportation Systems3 citations
Semantic Scholar
Integrated Control of Internal Boundaries and Signal Timing at An Isolated Intersection for Lane-Free Traffic of CAVs
Peng Yang, Xu Jin, Yonghui Hu, Yibing Wang +3 more
20232023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)2 citations
Semantic Scholar
GPS-Based Traffic Congestion Prediction using CNN-RNN and C3D Hybrid Model
Jingqiu Guo, Yangzexi Liu, Yibing Wang, Qing Yang
20192 citations
Semantic Scholar
Bottlenecks, Shockwave, and Off-Ramp Blockage on Freeways
Jingqiu Guo, Xinyao Chen, Yu-Qi Pang, Yibing Wang +1 more
2019Sustainability2 citations Open access
Semantic Scholar
Reducing Cyclist Crashes by Assessing the Road Environment: An Application of Google Imagery and Machine Learning
Haifeng Zhao, J. Wijnands, K. Nice, Jason Thompson +3 more
2019Journal of Transport and Health2 citations
Semantic Scholar
Real-time crash prediction based on high definition monitoring systems
Jin-Ming You, Lan-Fang Zhang, S. Fang, Jingqiu Guo
2017International Conferences on Intelligent Transportation Engineering2 citations
Semantic Scholar
A-TTC: a multimodal fusion framework for personalized truck forward collision warning via dynamic threshold calibration.
Yibing Wang, Qi He, Jingqiu Guo, Mark Stevenson +1 more
2026Accident Analysis and Prevention1 citations Open access
Semantic Scholar
Anomalous State Recognition of Lane-changing Behavior using a Hybrid Autoencoder Architecture
Pengcheng Fan, Yangzexi Liu, Jingqiu Guo, Yibing Wang +1 more
20202020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC)1 citations
Semantic Scholar
Real-time Freeway Traffic State Estimation with Fixed and Mobile Sensing Data
Mingming Zhao, Xianghua Yu, Yonghui Hu, J. Cao +4 more
20202020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC)1 citations
Semantic Scholar
Consumer’s Perceptions and Preferences in the V2V-Based Product Context: An Approach and Two Case Studies
Jingqiu Guo, M. Qiu
20121 citations
Semantic Scholar
A latent class approach for modelling driver preferences in new in-vehicle information system design
Jingqiu Guo, M. Qiu
20101 citations
Semantic Scholar
Correction to: Injury Severity Analysis of Secondary Incidents
Jing Li, Jingqiu Guo
2021Smart Transportation Systems 20200 citations
Semantic Scholar

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