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唐进君
个人简介
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【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】

{C}{C} Transportation Research Part C, Transportation Research Part B; Transportation Research Part D; Journal of Transport Geography; Physica A; Journal of Transportation Engineering; Journal of Intelligent Transportation System; Journal of Advanced Transportation; Journal of Transportation Safety & Security, PLOS One; International Journal of Electrical Power & Energy SystemsIET Intelligent Transportation System; Canadian Journal of Civil Engineering, TRB; IEEE Access; PROMET-Traffic&Transportation; Intelligent Transportation System Conference (ITSC)

【邀请报告】

[1] Travel Time Estimation Using Freeway Point Detector Data Based on Evolving Fuzzy Neural Inference System, 17th COTA International Conference of Transportation Professionals (CICTP2017), session, “Freeway Operation and Management”, July 7-9, 2017, Shanghai, China.

[2] Data Quality Control and Prediction for Traffic Flow Data, 12th China Annual Conference on Intelligent Transportation, November 21-23, 2017, Changshu, China.

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科研项目】

1. 主持,城市快速路交通流动态特性解析及预测研究,2018.01-2020.12国家自然基金青年基金项目,7170121520

2. 主持,城市快速路交通流动态特性分析方法研究,中央高校财政经费:中南大学特聘副教授专项经费,2017.01-2021.1250204500280

3. 主持,面向多源信息的城市交通数据采集、融合与挖掘技术研究,2018.01-2020.12湖南省交通科技项目,20

4.主持,城市快速路交通流预测方法研究,2018.01-2019.12江苏省智能交通信息感知与数据分析工程实验室开放基金,3

5. 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;

6. 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;

7. 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;

8. 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;

9. 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;

10. 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

11. 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

12. 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;

13. 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

讲授课程
交通工程基础

城市轨道交通规划与设计

学术成果
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[期刊论文] (*为通讯作者)

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[1] 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, 18(9): 2340-2350, 2017-09-1. (SCI, IF: 3.7, JCR 1)

[2] 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, 2016-11-01. (SCI, IF: 3.7, JCR 1)

[3] 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, 2015-02-01, 29-40. (SCI, IF: 3.8, JCR 1)

[4] Jinjun Tang, Fang Liu, Wenhui Zhang, Ruimin Ke, Yajie Zou. “Lane-Changes Prediction Based on Adaptive Fuzzy Neural Network”. Expert Systems with Applications. Vol.91, 452-463, 2018-01. (SCI, IF: 3.9, JCR 1)

[5] Jinjun Tang, Shen Zhang, Xinqiang Chen, Fang Liu, Yajie Zou. “Taxi Trips Distribution Modeling Based on Entropy-maximizing Theory: A Case Study in Harbin City - China”. Physica A, In pressed, 2017. (SCI, IF: 2.8, JCR 1)

[6] Jinjun Tang, Shen Zhang, Yajie Zou, Fang Liu. An Adaptive Map-Matching Algorithm based on Hierarchical Fuzzy System from Vehicular GPS data”. PLOS ONE. Vol.12, No.12, e0188796, 2017-12. (SCI, IF: 2.8, JCR 1)

[7] Jinjun Tang, Yajie Zou, John Ash, Shen Zhang, Fang Liu, Yinhai Wang*. “Travel Time Estimation Using Freeway Point Det
ector Data Based on Evolving Fuzzy Neural Inference System”. PLOS ONE. Vol.11, No.2, e0147263, 2016-02-01. (SCI, IF: 2.8, JCR 1)

[8] Jinjun Tang, Yinhai Wang, Fang Liu. “Characterizing Traffic Time Series Based on Complex Network Theory”. Physica A, Vol.392, No.18, 4192-4201, 2013-09-15. (SCI, IF: 2.2, JCR 1)

[9] 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, 2014-07-01. (SCI, IF: 2.2, JCR 1)

[10] 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. 2016-05-15. (SCI, IF: 2.2, JCR 1)

[11] 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, 2016-11-01. (SCI, IF: 2.2, JCR 1)

[12] 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, 2015-11-15. (SCI, IF: 2.2, JCR 1)

[13] 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, 2015-10-01. (SCI, IF: 0.5, JCR 4)

[14] 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, 2014-10-01. (SCI, IF: 0.5 , JCR 4)

[15] Ying Yan, Gengping Li, Jinjun Tang*, Zhongyin Guo. “A Novel Approach for Operating Speed Continuous Predication Based on Alignment Space Comprehensive index”. (*corresponding author). Journal of Advanced Transportation. Vol.2017, 2017, ID:9862949, 1-14. (SCI, IF:1.8, JCR 2)

[16] Shen Zhang, Jinjun Tang*, Haixiao Wang, Yinhai Wang, Shi An. “Revealing intra-urban travel patterns and service ranges from taxi trajectories”. (*corresponding author). Journal of Transport Geography. Vol.61, 72-86, 2017-05-01. (SCI, IF:2.6, JCR 1)

[17] Yajie Zou, Xin Ye, Kristian Henrickson, Jinjun Tang*, Yinhai Wang. “Jointly analyzing freeway traffic incident clearance and response time using a copula-based approach”, Transportation Research Part C, (*corresponding author) Vol.86, 2018: 171-182. (SCI , IF:3.8, JCR 1)

[18] Ying Yan, Shen Zhang, Jinjun Tang*, Xiaofei Wang. “Understanding characteristics in multivariate traffic flow time series from complex network structure”. (*corresponding author). Physica A, Vol.477, 149-160, 2017-07-01. (SCI, IF: 2.2, JCR 1)

[19] Yajie Zou, Hang Yang, Yunlong Zhang, Jinjun Tang*, Weibin Zhang. “Mixture modeling of freeway speed and headway data using multivariate skew-t distributions” (*corresponding author). Transportmetrica A: Transport Science, Vol.13, No.7, 657-678, 2017-05-01. (SCI, IF: 2.0, JCR 2)

[20] 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, (*corresponding author) Vol.170, No.5, 296-304, 2017-10-01. (SCI, IF: 0.3, JCR 4)

[21] 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. (* corresponding author) (SCI, IF: 0.7, JCR 3)

[22] 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, (* corresponding author) Vol.10, No.8, 524-534, 2016-09-26. (SCI, IF: 0.8, JCR 3)

[23] 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, (*corresponding author) Vol.8, No.8, 1-12, 2016. (SCI, IF: 0.7, JCR 4)

[24] Shaowei Yu, Jinjun Tang, Qi Xin. “Relative Velocity Difference Model for the Car-following Theory”.Nonlinear Dynamic. In press, 2017. (SCI, IF:3.4, JCR 1)

[25] Xinqiang Chen, Zhibin Li, Yinhai Wang, Jinjun Tang, Wenbo Zhu, Chaojian Shi, Huafeng Wu. “Anomaly Detection and Cleaning of Highway Elevation Data from Google Earth using Ensemble Empirical Mode Decomposition”. Journal of Transportation Engineering, part A: Systems. In Press, 2017.(SCI, IF: 0.8, JCR 3)

[26] 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. Vol.12, No.4, 2017-04-01, e0175756.(SCI, IF: 2.8, JCR 1)

[27] Weibin Zhang, Cole Kopca, Jinjun Tang, Dongfang Ma, Yinhai Wang. “A Systemic Approach for Collision Risk Analysis based on AIS data”. Journal of Navigation, Vol.70, No.5, 1117-1132, 2017-09-01. (SCI, IF: 1.3, JCR 1)

[28] 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, Vol. 13, No.5, 467-490, 2017-03-07. (SCI, IF: 1.8, JCR 2)

[29] Weibin Zhang, Yong Qi, Ying Yan, Jinjun Tang, Yinhai Wang. “A method of emission and traveler behavior analysis under multimodal traffic condition”. Transportation Research Part D: Transport and Environment, Vol. 52, 139-155, 2017-05-01. (SCI, IF: 1.8, JCR 2)

[30] 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, 2016-01-01, DOI: 10.1007/s00773-016-0385-y. (SCI, IF: 0.8, JCR 3)

[31] 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, 2015-09-01. (SCI, IF: 0.5, JCR 4)

[32] Jinjun Tang, Fang Liu. “A Driver Route Prediction Based Map-Matching Algorithm Integrating Uncertain Reasoning”. Acta Geodaetica et Cartographica Sinica (in Chinese), Vol.39, No.5, 546-550, 2010. (EI)

[33] Jinjun Tang, Fang Liu, Kai Cao. “Traffic Flow Data Mining Based on Cloud Model”. Journal of Inner Mongolia Agricultural University (in Chinese), Vol.31, No.1, 177-181, 2010.

[34] Jinjun Tang, Kai Cao. “A Map-Matching Algorithm Based on Multi-Criteria Fusion Using Belief Theory”. Science of Surveying and Mapping (in Chinese), Vol.34, No.5, 14-15, 2009.

[35] 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.

[36] Jinjun Tang, Kai Cao. “An Adaptive Trajectory Curves Map-Matching Algorithm”. Acta Geodaetica et Cartographica Sinica (in Chinese), Vol.37, No.3, 308-315, 2008. (EI)

[37] Jinjun Tang, Kai Cao. “Hierarchical Fuzzy Controller Based Map-Matching Algorithm”. Journal of Shandong University (Engineering Science) (in Chinese), Vol.38, No.4, 42-46, 2008.

[38] Kai Cao, Shaowei Yu, Jinjun Tang. “Lateral Control Model of Intelligent Vehicle Based on Hierarchical Fuzzy Control”. Computer Applications (in Chinese), Vol.27, No.12, 3112-3115, 2007.

[39] Kai Cao, Jinjun Tang, Rucheng Liu. “Intelligent Map-Matching Algorithm Using Fréchet Distance Measure”. Computer Engineering and Applications (in Chinese), Vol.43, No.28, 223-226, 2007.

[40] Jianjun Ma, Jinjun Tang, Kai Cao. “New Intelligent Map-Matching Algorithm”. Computer Applications (in Chinese), Vol.27, No.12, 3116-3118, 2007.

[41] Jinjun Tang, and Kai Cao. “A Map-Matching Algorithm Based on Uncertain Reasoning of Cloud Model”. Computer Simulation (in Chinese), Vol.24, No.10, 220-224, 2007.

学术奖励