Jingqiu Guo

发表

Car-Following Modeling Incorporating Driving Memory Based on Autoencoder and Long Short-Term Memory Neural Networks

Jasper S. Wijnands, Pengcheng Fan, Jingqiu Guo, 2019, Sustainability.

A hybrid deep learning approach for driver anomalous lane changing identification.

Jasper S. Wijnands, Pengcheng Fan, Jingqiu Guo, 2022, Accident; analysis and prevention.

Bottlenecks, Shockwave, and Off-Ramp Blockage on Freeways

P. Zheng, Jingqiu Guo, Yibing Wang, 2019, Sustainability.

Integrated Control of Internal Boundary and Ramp Inflows for Lane-free Traffic of Automated Vehicles on Freeways

M. Papageorgiou, I. Papamichail, Jingqiu Guo, 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC).

GPS-based citywide traffic congestion forecasting using CNN-RNN and C3D hybrid model

Jingqiu Guo, Shouen Fang, Yibing Wang, 2020 .

Modeling and interpreting road geometry from a driver's perspective using variational autoencoders

Jingqiu Guo, Fan Wang, Jasper S. Wijnands, 2020, Comput. Aided Civ. Infrastructure Eng..

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

P. Zheng, Lihui Zhang, Jingqiu Guo, 2022, Transportation Research Part C: Emerging Technologies.

Real-time crash prediction on freeways using data mining and emerging techniques

Jingqiu Guo, Jinming You, Junhua Wang, 2017, Journal of Modern Transportation.

Identifying safe intersection design through unsupervised feature extraction from satellite imagery pdf

Mark Stevenson, Jason Thompson, Haifeng Zhao, 2020, Comput. Aided Civ. Infrastructure Eng..

Ego-efficient lane changes of connected and automated vehicles with impacts on traffic flow

R. Bertini, M. Papageorgiou, I. Papamichail, 2022, Transportation Research Part C: Emerging Technologies.

A Motorcyclist-Injury Severity Analysis: A Comparison of Single-, Two-, and Multi-Vehicle Crashes Using Latent Class Ordered Probit Model.

Ting Fu, Jingqiu Guo, S. Fang, 2020, Accident; analysis and prevention.

An optimized real-time crash prediction model on freeway with over-sampling techniques based on support vector machine

Jingqiu Guo, Jinming You, Junhua Wang, 2017, J. Intell. Fuzzy Syst..

Modeling Heterogeneous Traffic at Ramp with Autonomous Vehicles Based on Cellular Automata and Multi-Agent System

Jingqiu Guo, John Taplin, Yibing Wang, 2018, CICTP 2018.

Characteristic analysis of mixed traffic flow of regular and autonomous vehicles using cellular automata

Jingqiu Guo, Yibing Wang, John Taplin, 2017 .

Spatial Stochastic Vehicle Traffic Modeling for VANETs

Yong Zhang, Saleh Yousefi, Jingqiu Guo, 2018, IEEE Transactions on Intelligent Transportation Systems.

Supporting vulnerable drivers with rheumatism

Yan Liu, Yibing Wang, Jingqiu Guo, 2017, 2017 IEEE Intelligent Vehicles Symposium (IV).

Generic Approaches to Estimating Freeway Traffic State and Percentage of Connected Vehicles With Fixed and Mobile Sensing

N. Bekiaris-Liberis, Jingqiu Guo, Senlin Cheng, 2022, IEEE Transactions on Intelligent Transportation Systems.

A Q-learning Foresighted Approach to Ego-efficient Lane Changes of Connected and Automated Vehicles on Freeways

Markos Papageorgiou, Ioannis Papamichail, Yibing Wang, 2019, 2019 IEEE Intelligent Transportation Systems Conference (ITSC).

Real-time Freeway Traffic State Estimation with Fixed and Mobile Sensing Data

Yibing Wang, Simon Hu, Jingnan Cao, 2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC).

Enhancing Freeway Safety through Intervening in Traffic Flow Dynamics Based on Variable Speed Limit Control

Jingqiu Guo, Jinming You, Shouen Fang, 2018, Journal of Advanced Transportation.

Waiting for public transport services: Queueing analysis with balking and reneging behaviors of impatient passengers

Wei Dong, Hao Yuan, Graham Currie, 2014 .

Bus Bridging Disruption in Rail Services With Frustrated and Impatient Passengers

Wei Dong, Graham Currie, Yibing Wang, 2014, IEEE Transactions on Intelligent Transportation Systems.

Merging and Diverging Impact on Mixed Traffic of Regular and Autonomous Vehicles

Jingqiu Guo, Senlin Cheng, Yangzexi Liu, 2021, IEEE Transactions on Intelligent Transportation Systems.

Real-time crash prediction based on high definition monitoring systems

Jinming You, Shouen Fang, Lanfang Zhang, 2017, 2017 2nd IEEE International Conference on Intelligent Transportation Engineering (ICITE).

A latent class approach for modelling driver preferences in new in-vehicle information system design

Jingqiu Guo, Min Qiu, Jingqiu Guo, 2010 .

Deep Learning Based Congestion Prediction Using PROBE Trajectory Data

Jingqiu Guo, Yibing Wang, Ken Yang, 2019, CICTP 2019.

Driving Behaviour Style Study with a Hybrid Deep Learning Framework Based on GPS Data

Yibing Wang, Jingqiu Guo, Lanfang Zhang, 2018, Sustainability.

A Spatial Stochastic Traffic Model for Connected Vehicles in VANETs

Yong Zhang, Jingqiu Guo, Yibing Wang, 2017 .