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唐进君
个人简介

【个人信息】

唐进君(1983-),副教授,硕士生导师

智慧交通湖南省重点实验室

办公室:中南大学铁道校区交通楼319

籍贯:广西桂林市

邮箱:jinjuntang@csu.edu.cn;jinjuntang@163.com

个人主页:http://faculty.csu.edu.cn/tangjinjun/zh_CN/index.htm

育背景

2012.09-2016.11博士研究生,交通信息工程及控制专业,哈尔滨工业大学

2014.12-2016.06联合培养博士研究生,华盛顿大学(西雅图)智能交通应用与研究实验室(STAR LabSmart Transportation Application and Research

2013.10-2013.11 哈尔滨工业大学优秀博士生赴英国国际交流项目”, 英国皇家理工学院、伯明翰大学等知名院校

2006.09-2009.07  硕士研究生,交通运输规划与管理专业,山东理工大学

2002.09-2006.07   本科,交通工程专业,山东理工大学

工作经历

2016.12-至今    副教授   中南大学交通运输工程学院   

2009.07-2012.09  讲师   内蒙古农业大学能源与交通工程学院 

所获奖励

2016年哈尔滨工业大学光华奖学金

2015年博士研究生国家奖学金

2012年哈尔滨工业大学苗族高等教育奖学金

期刊审稿专家

  Transportation Research Part D; Transportation Research Part C: Emerging Technologies; Journal of Transport Geography; Physica A; Journal of Advanced Transportation; International Journal of Electrical Power & Energy SystemsIET Intelligent Transportation System; TRB; IEEE Access;  PROMET-Traffic&Transportation; Intelligent Transportation System Conference (ITSC); TRB

 

科研项目

1.       中南大学特聘副教授专项经费, 2017-2021,主持,80万;

2.       基于多源轨迹信息的动态交通瓶颈感知理论与识别分析方法,  国家自然基金面上项目,2016.01-2019.12,第四参与人;

3.        时空约束下的微观出行网络模型及演化机制研究, 国家自然科学基金青年科学基金项目,2015.01-2017.12,第三参与人;

4.       基于多源检测数据的城市交通多目标大系统运行优化和可持续性决策支持理论研究,国家自然基金海外合作延续资助项目,2014.01-2017.12,主要参与人;

5.       考虑气象因素时序特征的高速公路交通事故致因机理研究,黑龙江省青年科学基金项目,2014.01-2015.12,第四参与人;

6.       基于多源检测数据的城市路网交通流主动式管理与控制理论研究,国家自然基金重点项目,2012.01-2016.12,主要参与人;

7.       城市交通拥堵的机理与对策研究,内蒙古自治区自然科学基金,2012.01-2014.12,第三参与人

8.       基于交通态势评估的道路安全推理研究,山东省自然科学基金,2010.01-2013.12,主要参与人

9.       面向多数据源的高速公路网交通信息融合与利用技术研究, 吉林省交通运输厅, 2010.01-2012.12,主要参与人;

10.     基于现代检测技术的城市快速道路智能化、主动式交通管理理论研究,国家自然基金海外合作研究基金,2009.01-2012.12,主要参与人;


科研方向
_________________________________________________________________________________________

研究方向】

多源交通数据检测及挖掘技术

基于大规模移动式检测数据的城市居民出行时空特性研究

交通流建模及预测

智慧交通系统


学术成果
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[期刊论文] (*为通讯作者)

[1] Weibin Zhang, Cole Kopca, Jinjun Tang, Dongfang Ma, Yinhai Wang. “A Systemic Approach for Collision Risk Analysis based on AIS data” . Journal of Navigation, In Press, 2017.SCI, Q1

[2] Yinsong Wang, Yajie Zou, Kristian Henrickson, Yinhai Wang, Jinjun Tang, B. Park. Google earth elevation data extraction and accuracy assessment for transportation applications. PLoS ONE. In Press, 2017. SCI, Q1

[3] Yajie Zou, Hang Yang, Yunlong Zhang, Jinjun Tang*, Weibin Zhang. “Mixture modeling of freeway speed and headway data using multivariate skew-t distributions” . Transportmetrica A: Transport Science, In Press, 2017. SCI, Q3

[4] Weibin Zhang, Yong Qi, Kristian Henrickson, Jinjun Tang, Yinhai Wang. “Vehicle traffic delay prediction in ferry terminal based on Bayesian multiple models combination method”. Transportmetrica A: Transport Science, 2017, 1-24. SCI, Q3

[5] Jinjun Tang, Fang Liu, Yajie Zou, Weibin Zhang, Yinhai Wang. “An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic”. IEEE Transaction on Intelligent Transportation Systems, In press, 2017. SCI, Q1

[6] Yajie Zou, Jinjun Tang*, Lingtao Wu, Kristian Henrickson, Yinhai Wang. “Quantile analysis of freeway incident clearance time”. Proceedings of the Institution of Civil Engineers – Transport, In press, 2017. SCI, Q4

[7] Shen Zhang, Jinjun Tang*, Xiaofei Wang. “Understanding characteristics in multivariate traffic flow time series from complex network structure”. Physica A, In press.2017. SCI, Q2

[8] Weibin Zhang, Yong. Qi, Ying, Yan, Jinjun Tang, Yinhai Wang. “A method of emission and traveller behavior analysis under multimodal traffic condition”. Transportation Research Part D: Transport and Environment, 2017, Vol. 52, 139-155.SCI, Q2.

[9] Jinjun Tang, Han Jiang, Zhibin Li, Meng Li, Fang Liu, Yinhai Wang. “A Two-layer Model for Taxi Customer Searching Behaviors using GPS Trajectory Data”. IEEE Transactions on Intelligent Transportation Systems, Vol. 17, No. 11, 3318-3324, 2016. SCI, Q1

[10] Jinjun Tang, Yajie Zou, John Ash, Shen Zhang, Fang Liu, Yinhai Wang*. “Travel Time Estimation Using Freeway Point Detector Data Based on Evolving Fuzzy Neural Inference System”. PLOS ONE. Vol.11, No.2, e0147263, 2016. SCI, Q1

[11] Jinjun Tang, Fang Liu, Weibin Zhang, Shen Zhang, Yinhai Wang*. “Exploring dynamic property of traffic flow time series in multi-states based on complex networks: phase space reconstruction versus visibility graph”. Physica A. Vol.450, 635-648. 2016. SCI, Q2

[12] Jinjun Tang, Shen Zhang, Fang Liu, Weibin Zhang, Yinhai Wang. “Statistical properties of urban mobility from location-based travel networks”. Physica A, Vol. 461, 694-707, 2016. SCI, Q2

[13] Han Jiang, Yajie Zou, Shen Zhang, Jinjun Tang*, Yinhai Wang. “Short-term speed prediction using remote microwave sensor data: machine learning versus statistical model”. Mathematical Problems in Engineering. Vol.2016, ID 9236156, 2016. SCI, Q3

[14] Weibin Zhang, Jinjun Tang*, Kris, Yajie Zou, Yinhai Wang. “Hybrid short-term prediction of traffic volume at ferry terminal based on data fusion”. IET Intelligent Transport Systems, Vol.10, No.8, 524-534, 2016. SCI, Q3

[15] Xiaofei Wang, Siqi Yang, Xinwei Li, Jintao Du, Jinjun Tang*. “Analysis on Accidents Distribution of Freeway under Various Conditions in China”. Advances in Mechanical Engineering, Vol.8, No.8, 1-12, 2016. SCI, Q4

[16] Weibin Zhang, Yajie Zou, Jinjun Tang, Ash John, Yinhai Wang. “Short-term Prediction of Vehicle Waiting Queue at Ferry Terminal based on Machine Learning Method”. Journal of Marine Science and Technology, 1-13, 2016, DOI: 10.1007/s00773-016-0385-y. SCI, Q3

[17] Jinjun Tang, Guohui Zhang, Yinhai Wang, Hua Wang, Fang Liu. “A Hybrid Approach to Integrate Fuzzy C-means Based Imputation Method with Genetic Algorithm for Missing Traffic Volume Data Estimation”. Transportation Research Part C: Emerging Technologies, Vol.51, 2015, 29-40. SCI, Q1

[18] Jinjun Tang, Fang Liu, Yinhai Wang, Hua Wang. “Uncovering urban human mobility from large scale taxi GPS data”. Physica A, Vol.438, No.15, 140-153, 2015. SCI, Q2

[19] Jinjun Tang, Yinhai Wang, Hua Wang, Fang Liu. “On missing traffic data imputation based on fuzzy c-means method by considering spatial temporal correlation”. Transportation Research Record. No.2528, 86-95, 2015. SCI, Q4

[20] Shen Zhang, Jinjun Tang, Hua Wang, Yinhai Wang. “Enhancing Traffic Incident Detection Using Spatial Point Pattern Analysis in Social Media”. Transportation Research Record. No. 2528, 69-77, 2015. SCI, Q4

[21] Jinjun Tang, Yinhai Wang, Hua Wang, Sheng Zhang, Fang Liu. “Dynamic Analysis of Traffic Time Series at Different Temporal Scales: A Complex Networks Approach”. Physica A, 405,303-315, 2014. SCI, Q2

[22] Jinjun Tang, Hua Wang, Yinhai Wang, Xiaoyue Liu, Fang Liu. “Hybrid Predicting Approach Based on Weekly Similarity for Traffic Flow at Different Temporal Scales”. Transportation Research Record, No. 2443, 21-31, 2014. SCI, Q4

[23] Jinjun Tang, Yinhai Wang, Fang Liu. “Characterizing Traffic Time Series Based on Complex Network Theory”. Physica A, Vol.392, 4192-4201, 2013. SCI, Q2

[24] 唐进君,刘芳. “基于路径预测的不确定性推理组合地图匹配算法”. 测绘学报, Vol.39, No.5, 546-550, 2010. EI

[25] 唐进君,刘芳,曹凯. “基于云模型的交通流数据挖掘”. 内蒙古农业大学学报(自然科学版), Vol.31, No.1, 177-181, 2010. 北大核心

[26] 唐进君,曹凯.“基于多准则融合的信任理论地图匹配算法”. 测绘科学, Vol.34, No.5, 14-15, 2009. 北大核心

[27] Jinjun Tang, Kai Cao. “An On-Line Estimation Algorithm of Driver’s Learning Process”. Journal of Shandong University (Natural Science), Vol.44, No.7, 83-88, 2009. 北大核心

[28] 唐进君,曹凯. “一种自适应轨迹曲线地图匹配算法”. 测绘学报, Vol.37, No.3, 308-315, 2008. EI

[29] 唐进君,曹凯. “基于分层模糊控制的地图匹配算法”. 山东大学学报(工学版), Vol.38, No.4, 42-46, 2008. 北大核心

[30] 曹凯,于少伟,唐进君. “基于分层模糊控制的智能车辆的横向控制模型”. 计算机应用, Vol.27, No.12, 3112-3115, 2007. 北大核心

[31] 曹凯,唐进君,刘汝成. “基于Fréchet距离准则的智能地图匹配算法”. 计算机工程与应用, Vol.43, No.28, 223-226, 2007. 北大核心

[32] 马建军,唐进君,曹凯. “一种新的智能地图匹配算法”. 计算机应用, Vol.27, No.12, 3116-3118, 2007. 北大核心

[33] 唐进君,曹凯. 基于云模型不确定性推理的地图匹配算法”. 计算机仿真, Vol.24, No.10, 220-224, 2007.北大核心

[会议论文]

[1] Jinjun Tang, Shen Zhang, Weibin Zhang, Zhibin Li, Yinhai Wang. “Inferring driving trajectories based on probabilistic model from large scale taxi GPS data” In: Proceedings of 96th Annual Meeting of the Transportation Research Board. January, 2017. (Poster)

[2] Jinjun Tang, Fang Liu, Zhibin Li, Yinhai Wang. “Exploring intra-urban travel mobility from taxi GPS data”. In: Proceedings of 95th Annual Meeting of the Transportation Research Board. January, 2016. (Poster)

[3] Jinjun Tang, Han Jiang, Zhibin Li, Meng Li, Fang Liu, Yinhai Wang. “A Hierarchical Model for Taxis’ Customer Searching Behaviors using GPS Trajectory Data”. In: Proceedings of 95th Annual Meeting of the Transportation Research Board. January, 2016. (Poster)

[4] Jinjun Tang, Fang Liu, Ziyuan Pu, Hua Wang, Yinhai Wang. “A Time-dependent Model Based on Entropy-maximizing Theory for Taxi Trips Distribution in Harbin City”. In: Proceedings of 95th Annual Meeting of the Transportation Research Board. January, 2016. (Poster)

[5] Weibin Zhang, Yajie Zou, Jinjun Tang, John Ash, Yinhai Wang. “Short-term Prediction of Vehicle Waiting Queue at Ferry Terminal based on Machine Learning Method”. In: Proceedings of 95th Annual Meeting of the Transportation Research Board. January, 2016. (Poster)

[6] Jinjun Tang, Yinhai Wang, Hua Wang, Fang Liu. “On Missing Traffic Data Imputation based on Fuzzy C-means Method by Considering Spatial Temporal Correlation”. In: Proceedings of 94th Annual Meeting of the Transportation Research Board. January, 2015. (Poster)

[7] Shen Zhang, Jinjun Tang, Hua Wang, Yinhai Wang. “Enhancing Traffic Incident Detection Using Spatial Point Pattern Analysis in Social Media”. In: Proceedings of 94th Annual Meeting of the Transportation Research Board. January, 2015. (Presentation)

[8] Jinjun Tang, Guangning Xu, Yinhai Wang, Hua Wang, Shen Zhang, Fang Liu. “Traffic Flow Prediction Based on Hybrid Model Using Double Exponential Smoothing and Support Vector Machine”. In: Proceedings of 16th International IEEE Conference on Intelligent Transportation Systems (ITSC13), Hague, 130-135, 2013. (EI)

[9] Shen Zhang, Jinjun Tang. “Study on the Dynamic Relationships between Weather Conditions and Free-Flow Characteristics on Freeways in Jilin”. In: Proceedings of 16th International IEEE Conference on Intelligent Transportation Systems (ITSC13), Hague, 1493-1498, 2013. (EI)

[10] Jinjun Tang, Yinhai Wang, Hua Wang, Fang Liu. “Complex Network Approach for the Complexity and Periodicity in Traffic Time Series”. Procedia-Social and Behavioral Sciences, 13th COTA International Conference of Transportation Professionals (CICTP 2013), Shenzhen, 2602-2610, 2013. (EI)

[11] Fang Liu, Shoulin Zhu, Chunhua Qi, Jinjun Tang. “A Novel Adaptive Map-Matching Algorithm in Vehicular Navigation System”. In: Proceedings of 7th IEEE International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 796-800, 2010. (EI)

[12] Jinjun Tang, Guozhong Wang, Fang Liu, Jin min Tang. “An Iterative Control for Driving Model Based on Fuzzy Neural Network”. In: Proceedings of 6th IEEE International Conference on Natural Computation (ICNC), 1537-1541, 2010. (EI)

[13] Kai Cao, Jinjun Tang, Lulu Zhou. “Driving Behavior Control Based on an On-line Learning Algorithm”. In: Proceedings of 4th IEEE International Conference on Natural Computation (ICNC), 368-371, 2008. (EI)