Jianming Hu

发表

Li Li, Yi Zhang, Jianming Hu, 2007, 2007 IEEE Intelligent Transportation Systems Conference.

Evaluating the Performance of Link Travel Time Estimation Based on Floating Car Data

Tingting Zhao, Yi Zhang, Jianming Hu, 2010, 2010 International Conference on Optoelectronics and Image Processing.

Parameter optimization of wireless communication system in video surveillance network

Yangsheng Xu, Jingyan Song, Jianming Hu, 2005, 2005 IEEE International Conference on Information Acquisition.

A Study of Distributed Traffic Information Acquisition Based on Clustered VANET

Qi Wang, Yi Zhang, Jianming Hu, 2010, 2010 International Conference on Optoelectronics and Image Processing.

A Fuzzy Hidden Markov Model for Traffic Status Classification Based on Video Features

Lin Li, Jingyan Song, Qiao Huang, 2006, The Proceedings of the Multiconference on "Computational Engineering in Systems Applications".

Short-term traffic flow forecasting of urban network based on dynamic STARIMA model

Yi Zhang, Jianming Hu, Qi Chen, 2009, 2009 12th International IEEE Conference on Intelligent Transportation Systems.

A New Car-Following Model Inspired by Galton Board

Jianming Hu, Xuexiang Jin, Yi Zhang, 2008 .

Comparative Study of PCA and ICA Based Traffic Flow Compression

Jianming Hu, Yi Zhang, Li Li, 2009 .

Observed-link-flow-based OD matrix estimation with stochastic factors

Yi Zhang, Jianming Hu, Guohui Zhang, 2002, Proceedings. The IEEE 5th International Conference on Intelligent Transportation Systems.

Fluctuations and Pseudo Long Range Dependence in Network Flows: A Non-Stationary Poisson Process Model

Jianming Hu, Yi Zhang, Li Li, 2008, 0806.0206.

A SIFT-based mean shift algorithm for moving vehicle tracking

Jianhua Wang, Wei Liang, Yi Zhang, 2014, 2014 IEEE Intelligent Vehicles Symposium Proceedings.

Li Li, Yudong Cheng, Yi Zhang, 2007 .

A Comparative Study between Advanced and Traditional Public Transportation System Using Visualized Simulation

Yi Zhang, Jingyan Song, Jianming Hu, 2002 .

A Lane-Changing Trajectory Planning and Assistant Decision-Making Method for Autonomous Vehicle

Jianming Hu, Zheyu Cui, Hongfei Guan, 2018, CICTP 2018.

Optimal combinations and variable departure intervals for micro bus system

Yi Zhang, Jianming Hu, Jiaoyang Li, 2017, Tsinghua Science and Technology.

A generalized comfort function of subway systems based on a nested logit model

Yi Zhang, Jianming Hu, Yichen Zheng, 2014, Tsinghua Science and Technology.

PPCA-Based Missing Data Imputation for Traffic Flow Volume: A Systematical Approach

Yi Zhang, Jianming Hu, Li Qu, 2009, IEEE Transactions on Intelligent Transportation Systems.

Traffic Signal Control for Isolated Intersection Based on Coordination Game and Pareto Efficiency

Zuo Zhang, Yiwen Liang, Yang Zhao, 2019, 2019 IEEE Intelligent Transportation Systems Conference (ITSC).

Person Re-Identification by Unsupervised Video Matching

Shaogang Gong, Kin-Man Lam, Yisheng Zhong, 2016, Pattern Recognit..

Short-Term Traffic Flow Forecasting Based on MARS

Zuo Zhang, Jianming Hu, Shengqi Ye, 2008, 2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery.

An Optimal Control Based Motion Planning Method in the Environment of Positioning Errors

Yi Zhang, Huile Xu, Jianming Hu, 2019, 2019 IEEE Intelligent Transportation Systems Conference (ITSC).

A study on speed control of safe merging using game theory

Xiaobo Li, Yi Zhang, Jianming Hu, 2012, 2012 IEEE International Conference on Vehicular Electronics and Safety (ICVES 2012).

A probabilistic approach for traffic state estimation

Yi Zhang, Jianming Hu, Xin Pei, 2016, 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC).

Variable Speed Limit Design to Relieve Traffic Congestion based on Cooperative Vehicle Infrastructure System

Rui Sun, Zuo Zhang, Jianming Hu, 2014 .

Cooperative Control for Multi-Intersection Traffic Signal Based on Deep Reinforcement Learning and Imitation Learning

Jianming Hu, Yusen Huo, Qinghua Tao, 2020, IEEE Access.

Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning pdf

Jianming Hu, Qinghua Tao, Yusen Huo, 2019, ArXiv.

FLUCTUATIONS IN URBAN TRAFFIC NETWORKS

Jianming Hu, Yudong Chen, Xuexiang Jin, 2008 .

A MARKOV-PROCESS INSPIRED CA MODEL OF HIGHWAY TRAFFIC

Jianming Hu, Fa Wang, Rui Jiang, 2009 .

Short-term traffic flow forecasting based on Markov chain model

Changshui Zhang, Jingyan Song, Jianming Hu, 2003, IEEE IV2003 Intelligent Vehicles Symposium. Proceedings (Cat. No.03TH8683).

An Efficient Method for Traffic Image Denoising

Jianming Hu, Xudong Xie, Danya Yao, 2014 .

ModEL: A Modularized End-to-end Reinforcement Learning Framework for Autonomous Driving pdf

Xianyuan Zhan, Haoyi Niu, Jianming Hu, 2021, ArXiv.

Calibration of MITSIM and IDM car-following model based on NGSIM trajectory datasets

Li Li, Jianming Hu, Chenyi Chen, 2010, Proceedings of 2010 IEEE International Conference on Vehicular Electronics and Safety.

Harmonious Lane Changing via Deep Reinforcement Learning

Zhiheng Li, Li Li, Jianming Hu, 2021, IEEE Transactions on Intelligent Transportation Systems.

Adaptive Traffic Signal Control with Deep Recurrent Q-learning

Yi Zhang, Jianming Hu, Jinghong Zeng, 2018, 2018 IEEE Intelligent Vehicles Symposium (IV).

Traffic prediction, data compression, abnormal data detection and missing data imputation: An integrated study based on the decomposition of traffic time series

Yi Zhang, Jianming Hu, Zhiheng Li, 2014, 17th International IEEE Conference on Intelligent Transportation Systems (ITSC).

The retrieval of intra-day trend and its influence on traffic prediction

Yin Wang, Zuo Zhang, Jianming Hu, 2012 .

A BPCA based missing value imputing method for traffic flow volume data

Yi Zhang, Li Li, Jianming Hu, 2008, 2008 IEEE Intelligent Vehicles Symposium.

Cell-based simulation and estimation of urban traffic network

Yin Wang, Jianming Hu, Chenyi Chen, 2010, 13th International IEEE Conference on Intelligent Transportation Systems.

A stereo visual odometry based on SURF feature and three consecutive frames

Yong Ren, Jianming Hu, Zhiheng Li, 2015, 2015 IEEE First International Smart Cities Conference (ISC2).

An Intelligent Lane Changing Decision Method for Connected Vehicles

Jianming Hu, Zheyu Cui, Jianming Hu, 2021, CSAE.

The Markov-Gap CA Model for Entering Gaps and Departure Headways at Signalized Intersections

Jianming Hu, Fa Wang, Li Li, 2008, 2008 11th International IEEE Conference on Intelligent Transportation Systems.

Travel time prediction with immune genetic algorithm and support vector regression

Yi Zhang, Pan Gao, Hao Zhou, 2016, 2016 12th World Congress on Intelligent Control and Automation (WCICA).

Travel modal choice analysis for traffic corridors based on decision-theoretic approaches

Wei Guo, Yi Zhang, Xin Pei, 2016 .

Graph Attention Convolutional Network: Spatiotemporal Modeling for Urban Traffic Prediction

Haoyi Niu, Jianming Hu, Qingyu Song, 2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC).

Topology optimization for urban traffic sensor network

Jingyan Song, Jianming Hu, Mingchen Zhang, 2008 .

Learning Dynamic Graph Embedding for Traffic Flow Forecasting: A Graph Self-Attentive Method

Jianming Hu, Zifeng Kang, Hanwen Xu, 2019, 2019 IEEE Intelligent Transportation Systems Conference (ITSC).

Short-time traffic flow prediction with ARIMA-GARCH model

Qiang Meng, Yi Zhang, Jianming Hu, 2011, 2011 IEEE Intelligent Vehicles Symposium (IV).

Vehicle Trajectory Prediction Using Intention-based Conditional Variational Autoencoder

Yi Zhang, Xidong Feng, Jianming Hu, 2019, 2019 IEEE Intelligent Transportation Systems Conference (ITSC).

PCA Based Hurst Exponent Estimator for fBm Signals Under Disturbances

Yi Zhang, Jianming Hu, Yudong Chen, 2008, IEEE Transactions on Signal Processing.

An Urban Intersection Model Based on Multi-commodity Kinematic Wave Theories

Liang Chen, Yi Zhang, Jianming Hu, 2008, 2008 11th International IEEE Conference on Intelligent Transportation Systems.

Analysis on Road Capacity for Mixed Manual/Automated Traffic

Li Li, Qi Wang, Yi Zhang, 2014 .

Visualization Analysis for Urban Human Traveling Behavior Based on Mobile Phone Data

Li Li, Yi Zhang, Jianming Hu, 2015 .

Urban traffic network modeling and short-term traffic flow forecasting based on GSTARIMA model

Zuo Zhang, Jianming Hu, Xinyu Min, 2010, 13th International IEEE Conference on Intelligent Transportation Systems.

A new hybrid method of Genetic Algorithm,Tabu and Chaotic search for CVRPTW

Lin Lin, Jianming Hu, Boan Shen, 2010, 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems.

A study of Particle Swarm Optimization in Urban Traffic Surveillance System

Jingyan Song, Jianming Hu, Mingchen Zhang, 2006, The Proceedings of the Multiconference on "Computational Engineering in Systems Applications".

A Novel Vehicle Platoon Following Controller Based on Deep Deterministic Policy Gradient Algorithms

Guan Wang, Zuo Zhang, Jianming Hu, 2018, CICTP 2018.

Improved GPSR in Inter-vehicle Communication

Jianming Hu, Xixi Luo, Qi Wang, 2010, 2010 International Conference on Communications and Mobile Computing.

Cooperative Lane Changing via Deep Reinforcement Learning pdf

Zhiheng Li, Guan Wang, Jianming Hu, 2019, ArXiv.

Reliability evaluation of IEEE 802.11p-based vehicle-to-vehicle communication in an urban expressway

Chao Xu, Yi Zhang, Yizhi Wang, 2015 .

Centralized cooperative intersection control under automated vehicle environment

Yi Zhang, Jianming Hu, Huile Xu, 2017, 2017 IEEE Intelligent Vehicles Symposium (IV).

Mining the Temporal-Spatial Patterns of Urban Traffic Demands Based on Taxi Mobility Data

Jianming Hu, Xin Pei, Tianming Liu, 2019, CICTP 2019.

An IVIS Typical Scene Generation Algorithm Based on Traffic Big Data

Jianming Hu, Xianghe Wang, Jianming Hu, 2021, CSAE.

Traffic Flow Volume Fluctuation Analysis using MF-DFA

Zhiheng Li, Danya Yao, Li Li, 2009 .

Simulating coherent flow with cellular automaton model

Yi Zhang, Jianming Hu, Xin Pei, 2012, 2012 15th International IEEE Conference on Intelligent Transportation Systems.

A method of traffic flow measuring based on vehicle infrastructure integration system

Jianming Hu, Qi Wang, Chundi Mu, 2009, 2009 IEEE Intelligent Vehicles Symposium.

Extreme Scenario Generation Based on Adversarial Attack

Jianming Hu, Haoxin Ma, Jianming Hu, 2021, CSAE.

Multi-Agent Deep Reinforcement Learning for Decentralized Cooperative Traffic Signal Control

Zuo Zhang, Jian-Ming Hu, Yang Zhao, 2020, CICTP 2020.

A Collaborative Scheduling Lane Changing Model for Intelligent Connected Vehicles Based on Deep Reinforcement Learning

Jianming Hu, Zheyu Cui, Jianming Hu, 2020 .

A novel networked traffic parameter forecasting method based on Markov chain model

Jingyan Song, Yi Zhang, Jianming Hu, 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

Re-optimization in dynamic vehicle routing problem based on Wasp-like agent strategy

Yangsheng Xu, Jingyan Song, Jianming Hu, 2005, Proceedings. 2005 IEEE Intelligent Transportation Systems, 2005..

Dynamic vehicle routing problem using hybrid ant system

Jingyan Song, Jianming Hu, Yan Tian, 2003, Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems.

Analysis on traffic flow data and extraction of nonlinear characteristic quantities

Yin Wang, Zuo Zhang, Jianming Hu, 2010, 13th International IEEE Conference on Intelligent Transportation Systems.

A personalized route guidance approach for urban travelling and parking to a shopping mall

Wei Liang, Yi Zhang, Jianming Hu, 2017, 2017 4th International Conference on Transportation Information and Safety (ICTIS).