中文

Journal Publications

[21]Jinjun Tang, Xinshao Zhang, Tianjian Yu*, Fang Liu. “Missing traffic data imputation considering approximate intervals: a hybrid structure integrating adaptive network-based inference and fuzzy rough set”, Physica A. (*corresponding author) 2021, In pressed. (SCI, IF: 2.9, JCR 2)
[22]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) WOS: 000522460200193
[23]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, ID: 6401082, 2020-06, 1-14. (SCI, IF: 1.67, JCR3) WOS:000544645500001
[24]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. WOS:000525406600072
[25]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, 2020-05,1-12. (SCI, IF: 2.9, JCR 2) WOS:000526845600082
[26]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) WOS:000493525500384
[27]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)
[28]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)
[29]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 WOS:000437077400046
[30]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
[31]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) WOS:000446151000063
[32]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)
[33]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) WOS:000417110700023
[34]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)
[35]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)
[36]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)
[37]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)
[38]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)
[39]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)
[40]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)

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