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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: 4.0, JCR 1), Hot Paper and Highly Cited Paper.

[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: 4.0, JCR 1)

[3] Jinjun Tang, Yiwei Wang, Wei Hao, Fang Liu, Helai Huang and Yinhai Wang. “A mixed path size logit based taxi customer-search model considering spatio-temporal factors in route choice”. IEEE Transactions on Intelligent Transportation Systems, 2019, 10.1109/TITS.2019.2905579. (SCI, IF: 4.0, JCR 1)

[4] 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)

[5] 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. (SSCI, IF:2.6, JCR 1区) Hot Paper and Highly Cited Paper

[6] 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) Hot Paper and Highly Cited Paper

[7] Jinjun Tang, Jian Liang, Chunyang Han, Zhibin Li, Helai Huang. “Crash injury severity analysis using a two-layer Stacking framework”. Accident Analysis and Prevention, Vol.122, 226-238, 2019-01. (SCI, IF: 2.6, JCR 2)

[8] Jinjun Tang, Shaowei Yu, Fang Liu, Xinqiang Chen, Helai Huang. “A hierarchical prediction model for lane-changes based on combination of fuzzy c-means and adaptive neural network”. Expert Systems with Applications. 2019. In pressed. DOI: 10.1016/j.eswa.2019.04.032. (SCI, IF: 3.9, JCR 1)

[9] 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, 2018-01: 171-182. (SCI , IF:3.8, JCR 1)

[10] Shen Zhang, Xin Liu, Jinjun Tang*, Shaowu Chen, Yinhai Wang. Urban spatial structure and travel patterns: analysis of workday and holiday travel using inhomogeneous Poisson point process models. Computers, Environment and Urban Systems. Vol. 73, 68-84, 2019-03. (SSCI, IF: 3.7, JCR 1)

[11] 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)

[12] Jinjun Tang, Xinqiang Chen, Zheng Hu, Fang Zong, Chunyang Han, Leixiao Li. “Traffic flow prediction based on combination of support vector machine and data denoising schemes”. Physica A, In pressed, 2019. (SCI, IF: 2.2, JCR 2)

[13] Jinjun Tang, Jian Liang, Shen Zhang, Helai Huang, Fang Liu. “Inferring driving trajectories based on probabilistic model from large scale taxi GPS data” Physica A, Vol.506, 566-577, 2018-09. (SCI, IF: 2.2, JCR 2)

[14] 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, Vol.493, 430-443, 2018-03. (SCI, IF: 2.2, JCR 2) Highly Cited Paper

[15] Jinjun Tang, Yifan Yang, Yong Qi. “A hybrid algorithm for urban transit schedule optimization”, Physica A, Vol.512, 745-755, 2018-12. (SCI, IF: 2.2, JCR 2)

[16] 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)

[17] 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, 2016-02-01. (SCI, IF: 2.8, JCR 1)

[18] 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 2)

[19] 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 2)

[20] 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 2)

[21] 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 2)

[22] 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 2)

[23] 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)

[24] 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)

[25] Yajie Zou, Xinzhi Zhong, Jinjun Tang*, Xin Ye, Lingtao Wu, Muhammad Ijaz, Yinhai Wang. A copula-based approach for accommodating the underreporting effect in wildlife-vehicle crash analysis. Sustainability. No.11, Vol.418, 1-13, 2019-01.

[26] Fang Zong, Ping Yu, Jinjun Tang*, Xiao Sun. “Understanding Parking Decisions with Structural Equation Modeling”, Physica A, (*corresponding author) Vol.523, 408-417, 2019. (SCI, IF: 2.2, JCR 2)

[27] Fang Zong, Yongda Tian, Yanan He, Jinjun Tang*, Jianyu Lv. “Trip destination prediction based on multi-day GPS data”, Physica A. (*corresponding author) Vol.515, 258-269, 2019-02. (SCI, IF: 2.2, JCR 2)

[28] Shen Zhang, Xin Liu, Jinjun Tang*, Shaowu Cheng, Yong Qi, Yinhai Wang. “Spatio-temporal modeling of destination choice behavior through the Bayesian hierarchical approach”, Physica A, (*corresponding author) Vol.512, 537-551, 2018-12. (SCI, IF: 2.2, JCR 2)

[29] Fang Zong, Jianyu, Lv, Jinjun Tang*, Xiao Wang, Fei Gao. “Identifying Activities and Trips with GPS Data”. IET Intelligent Transport Systems. (*corresponding author) Vol.12, No.8, 884-890, 2018-05. (SCI, IF: 1.2, JCR 3)

[30] 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, 2017-12, ID:9862949, 1-14. (SCI, IF:1.8, JCR 2)

[31] 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区)

[32] 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. (SCI, IF: 2.2, JCR 2)

[33] 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, 2016-01-19. (* corresponding author) (SCI, IF: 0.7, JCR 3)

[34] 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)

[35] 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, 2016-04. (SCI, IF: 0.7, JCR 4)

[36] Haixiao Wang, Fang Liu, Jinjun Tang*. “Exploring intra-urban travel mobility using large-scale taxi Global Positioning System Trajectories”. International Journal of Vehicle Structures & Systems (*corresponding author) Vol.10, No.2, 150-159, 2018-09. (EI)

[37] Shaowei Yu, Jinjun Tang, Qi Xin. “Relative Velocity Difference Model for the Car-following Theory”.Nonlinear Dynamic. Vol.91, No.3, 1415-1428, 2018-02. (SCI, IF:3.4, JCR 1) Hot Paper and Highly Cited Paper

[38] Baoyu Hu, Yulong Pei, Jinjun Tang, Wei Gao. Common network characteristics of four bus transport networks in northeast china based on a perfect space p. International Journal of Modern Physics B, Vol.32, No.21, 2018-07,1850228, 1-15. (SCI, IF: 0.5, JCR 4)

[39] 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. 144(5), 2018-05, 04018015, 1-14.(SCI, IF: 0.8, JCR 3)

[40] R. Ke, Z. Li, J. Tang, Z. Pan, Y. Wang. Real-time traffic flow parameter estimation from uav video based on ensemble classifier and optical flow. IEEE Transactions on Intelligent Transportation Systems, PP(99), 1-11. 2018. (SCI, IF: 3.7, JCR 1)

[41] Xianzhe Chen, Yajie Zou, Jinjun Tang, Yichuan Peng*, Lingtao Wu. Analysing the Impact of Traffic Incidents on the Travel Time Reliability of Freeway High-occupancy Vehicle Lanes. Discrete Dynamics in Nature and Society. Vol.2018, 2018, 7470645, 1-12.(SCI, IF: 0.7, JCR 4)

[42] 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)

[43] 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)

[44] 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)

[45] 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)

[46] 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)

[47] 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)

[48] 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, 2010-05-01. (EI)

[49] 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, 2010-01-01. (北大核心)

[50] 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, 2009-05-01. (北大核心)

[51] 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, 2009-07-01. (北大核心)

[52] 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, 2008-03-01. (EI)

[53] 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, 2008-04-01. (北大核心)

[54] 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)

[55] 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, 2007-04-01. (北大核心)

[56] 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, 2007-06-01. (北大核心)

[57] 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, 2007-10-01.