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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: 6.3, JCR 1), Hot Paper and Highly Cited Paper.
[2] 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: 6.0, JCR 1)
[3] 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: 6.3, JCR 1)
[4] 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, 21(4), 1347-1358. 2020-04. (SCI, IF: 6.3, JCR 1)
[5] Jinjun Tang, Yifan Yang, Wei Hao*, Fang Liu, Yinhai Wang. “A data-driven timetable optimization of urban bus line based on multi-objective genetic algorithm”. IEEE Transactions on Intelligent Transportation Systems, In pressed. 2020. (SCI, IF: 6.3, JCR 1) DOI: 10.1109/TITS.2020.3025031.
[6] Jinjun Tang, Lanlan Zheng, Chunyang Han, Weiqi Yin, Yue Zhang, Yajie Zou, Helai Huang. “Statistical and machine-learning methods for clearance time prediction of road incidents: A methodology review”. Analytic Methods in Accident Research, Vol.27, 100123, 1-16, 2020-03. (SSCI, IF:9.3, JCR 1)
[7] Jinjun Tang, Fan Gao, Fang Liu, Chunyang Han*, Jaeyoung Lee. “Spatial Heterogeneity Analysis of Macro-level Crashes Using Geographically Weighted Poisson Quantile Regression”. Accident Analysis and Prevention, In Pressed, 2020.
[8] 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: 4.2, JCR 1) Hot Paper and Highly Cited Paper
[9] 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: 3.0, JCR 1) Hot Paper and Highly Cited Paper
[10] 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. Vol.130, 265-275, 2019.05. (SCI, IF: 4.2, JCR 1)
[11] Jinjun Tang, Xinshao Zhang, Weiqi Yin, Yajie Zou, Yinhai Wang. “Missing data imputation for traffic flow based on combination of fuzzy neural network and rough set theory”. Journal of Intelligent Transportation Systems. 2020-1, Doi: 10.1080/15472450.2020.1713772. (SCI, IF: 2.5, JCR 2)
[12] 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:3.5, JCR 1) Hot Paper and Highly Cited Paper
[13] 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:5.7, JCR 1)
[14] 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: 3.3, JCR 1)
[15] 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: 1.9, JCR 2)
[16] Jinjun Tang, Wei Bi, Fang Liu, Wenhui Zhang. “Exploring urban travel patterns using density-based clustering with multi-attributes from large-scaled vehicle trajectories”. Physica A. In pressed, 2020. DOI: 10.1016/j.physa.2020.125301. (SCI, IF: 2.9, JCR 2)
[17] Jinjun Tang, Xiaolu Wang, Fang Zong, Zheng Hu. “Uncovering spatio-temporal travel patterns using a tensor-based model from metro smart card data in Shenzhen, China”. Sustainability, Vol.12, No.1475, 1-16, 2020-02. (SCI, IF: 2.5, JCR 2)
[18] Jinjun Tang, Lanlan Zheng, Chunyang Han, Fang Liu ,Jianming Cai. "Traffic incident clearance time prediction and influencing factors analysis using extreme gradient boosting model". Journal of Advanced Transportation, Vol 2020, Article ID 6401082, 2020-06. (SCI, IF: 1.67, JCR3)
[19] Jinjun Tang, Fan Gao, Fang Liu, Xinqiang Chen. “A Denoising Scheme-Based Traffic Flow Prediction Model Combination of Ensemble Empirical Mode Decomposition and Fuzzy C-Means Neural Network”. IEEE Access, Vol. 8, 11546-11559, 2020-1.
[20] Jinjun Tang, Jin Hu, Wei Hao, Xinqiang Chen, Yong Qi. “Markov Chains Based Route Travel Time Estimation Considering Link Spatio-Temporal Correlation”. Physica A. Vol.545, 123759, 2020. (SCI, IF: 2.9, JCR 2)
[21] Jinjun Tang, Fan Gao, Fang Liu, Wenhui Zhang, Yong Qi. “Understanding Spatio-Temporal Characteristics of Urban Travel Demand Based on the Combination of GWR and GLM”. Sustainability, Vol.11, No.5525, 1-19, 2019-12. (SCI, IF: 2.5, JCR 2)
[22] Jinjun Tang, Lexiao Li, Zheng Hu, Fang Liu. Short-term traffic flow prediction considering spatio-temporal correlation: a hybrid model combing type-2 fuzzy c-means and artificial neural network. IEEE Access, Vol. 7, 101009-101018, 2019-12. (SCI, IF: 4.0, JCR 1)
[23] Jinjun Tang, Xinqiang Chen, Zheng Hu, Fang Zong, Chunyang Han, Lexiao Li. “Traffic flow prediction based on combination of support vector machine and data denoising schemes”. Physica A, 2019, Vol.534, 120642, 1-19. (SCI, IF: 2.9, JCR 2)
[24] 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: 2.9, JCR 2) Highly Cited Paper
[25] 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: 2.9, JCR 2) Highly Cited Paper
[26] Jinjun Tang, Yifan Yang, Yong Qi. “A hybrid algorithm for urban transit schedule optimization”, Physica A, Vol.512, 745-755, 2018-12. (SCI, IF: 2.9, JCR 2)
[27] 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)
[28] 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)
[29] 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: 2.9, JCR 2)
[30] 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: 2.9, JCR 2)
[31] 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: 2.9, JCR 2)
[32] 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: 2.9, JCR 2)
[33] 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: 2.9, JCR 2)
[34] 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)
[35] 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)
[36] Xinqiang Chen, Xueqian Xu, Yongsheng Yang, Huafeng Wu, Jinjun Tang*, Jiansen Zhao. Augmented Ship Tracking Under Occlusion Conditions From Maritime Surveillance Videos. (*corresponding author), IEEE Access. Vol.8, 42884-42897, 2020. (SCI, IF: 4.0 , JCR 1)
[37] Wenhui Zhang, Fan Gao, Shurui Sun, Qiuying Yu, Jinjun Tang*, Bohang Liu. A distribution model for shared parking in residential zones that considers the utilization rate and the walking distance. Journal of Advanced Transportation (*corresponding author). 2020, 6147974,1-11 (SCI, IF:1.9, JCR 2)
[38] Xinqiang Chen, Yongsheng Yang, Shengzheng Wang, Huafeng Wu, Jinjun Tang*, Jiansen Zhao, Zhihuan Wang. Ship Type Recognition via a Coarse-to-Fine Cascaded Convolution Neural Network, Journal of Navigation, (*corresponding author). 2020, Vol.73, 813-832. (SCI, IF: 1.8 , JCR 1)
[39] Ying Yan, Xiangli Yang, Ying Zhang, Jin Hu, Jinjun Tang*, Zhongyin Guo. “Crash Prediction based on Random Effect Negative Binomial Model Considering Data Heterogeneity”, Physica A. (*corresponding author), 2020, Vol.547, 123858, 1-12. (SCI, IF: 2.9, JCR 2)
[40] Xiaoxue Yang, Yajie Zou, Jinjun Tang*, Jian Liang, Muhammad Ijaz. Evaluation of Short-term Freeway Speed Prediction Based on Periodic Analysis Using Statistical Models and Machine Learning Models. Journal of Advanced Transportation (*corresponding author). 2020, 9628957, 1-16. (SCI, IF:1.9, JCR 2)
[41] Jingjing Hao, Ling Zhang, Xiaofeng Ji, Jinjun Tang*, “Modeling and Analyzing of Family Intention for the Customized Student Routes: A Case Study in China”. Physica A. (*corresponding author), Vol. 542, 2020-03, 123399,1-16. (SCI, IF: 2.9, JCR 2)
[42] Xinqiang Chen, Lei Qi, Yongsheng Yang, Qiang Luo, Octavian Postolache, Jinjun Tang*, Huafeng Wu. “Video-based Detection Infrastructure Enhancement for Automated Ship Recognition and Behavior Analysis”. Journal of Advanced Transportation (*corresponding author), 2020, 7194342,1-12. (SCI, IF:1.9, JCR 2)
[43] Zhouyang Du, Jinjun Tang*, Yong Qi, Yiwei Wang, Chunyang Han, Yifan Yang. “Identifying Critical Nodes in Metro Network Considering Topological Potential: A case study in Shenzhen city—China”. Physica A. (*corresponding author), Vol.539, 1-13, 2020. (SCI, IF: 2.9, JCR 2)
[44] Ying Yan, Youhua Dai, Xiaodong Li, Jinjun Tang*, Zhongyin Guo. “Driving risk assessment using driving behavior data under continuous tunnel environment”. (*corresponding author), Traffic Injury Prevention. Vol.20, No.8, 807-812, 2019-12. (SSCI, IF:1.4, JCR 3)
[45] Qaing Luo, Jie Yuan, Xinqiang Chen, Shubo Wu, Zhijian Qu, Jinjun Tang*. Analyzing start-up time headway distribution characteristics at signalized intersections. Physica A. (*corresponding author), Vol.535, 1-10, 2019. (SCI, IF: 2.9, JCR 2)
[46] Fang Zong, Xiangru Chen, Jinjun Tang*, Ping Yu, Ting Wu. “Analyzing Traffic Crash Severity with Combination of Information Entropy and Bayesian Network”. (*corresponding author), IEEE Access. Vol.7, 63288-63302, 2019. (SCI, IF: 4.0 , JCR 1)
[47] 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. (SCI, IF: 2.5 , JCR 2) Highly Cited Paper
[48] 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: 2.5, JCR 2)
[49] 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: 2.9, JCR 2) Highly Cited Paper
[50] 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: 2.9, JCR 2)
[51] 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: 2.0, JCR 3)
[52] 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:1.9, JCR 3)
[53] 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)
[54] 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: 2.9, JCR 2)
[55] 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)
[56] 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: 2.0, JCR 3)
[57] 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)
[58] 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)
[59] Xi Chen, Yinhai Wang , Jinjun Tang , Zhuang Dai, Xiaolei Ma. “Examining regional mobility patterns of public transit and automobile users based on the smart card and mobile Internet data: a case study of Chengdu, China”. IET Intelligent Transport Systems. Vol.14, No.1, 45-55, 2020-1. (SCI, IF:1.8, JCR 3)
[60] Zhengwu Wang, Jie Yu, Wei Hao, Jinjun Tang, Qiang Zeng, Changxi Ma. Rongjie Yu. “Two-Step Coordinated Optimization Model of Mixed Demand Responsive Feeder Transit”. Journal of Transportation Engineering, Part A: Systems, 2020-1, 146(3): 04019082. 1-12.
[61] 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
[62] 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)
[63] 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)
[64] 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, Vol.20, No.1, 54-64. 2019. (SCI, IF: 5.7, JCR 1)
[65] 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)
[66] 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)
[67] 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)
[68] 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)
[69] 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)
[70] 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)
[71] 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)
[72] 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)
[73] 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)
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[75] 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)
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