高凡
团队名称:智慧交通研究团队
团队介绍:团队致力于针对多源交通信息检测及融合技术、交通流特征分析及预测、基于大规模移动式检测数据的城市居民出行特征分析等领域开展研究。
研究生获奖学金情况:
2018年 杨一帆获宝钢奖学金。
2019年 黎乐潇获研究生国家奖学金;梁健获卡塔尔奖学金。
2020年 郑兰兰、高凡获研究生国家奖学金;毕伟获顺丰助学金;张新邵获钢联物流奖学金。
团队成员介绍:
19级硕士研究生,研究方向:轨迹大数据-基于GWR模型的出行时空特征分析
学习经历:
(1)本科,2015年-2019年,东北林业大学,交通工程
(2)硕士,2019年-,中南大学,交通运输工程
所获奖励:
(1)2020年,硕士研究生国家奖学金
目前研究成果:
(1)Jinjun Tang, Yinhai Wang, Hua Wang. “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)
(1)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. 148, 105833, 2020. (SSCI)
(2)Jinjun Tang, Fan Gao, Fang Liu, Xingqiang Chen. “A Denoising Scheme-Based Traffic Flow Prediction Model: Combination of Ensemble Empirical Mode Decomposition and Fuzzy C-Means Neural Network”. IEEE Access, 8, 11546-11559, 2020. (SCI)
(3)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, 11(19), 5525, 2020.(SCI)
(4)Wenhui Zhang, Fan Gao, Shurui Sun, Qiuying Yu, Jinjun Tang, Baohang Liu. “A distribution model for shared parking in residential zones that considers the utilization rate and the walking distance”. Journal of Advanced Transportation, 1-11, 2020.(SCI)
(5)Fan Gao, Jinjun Tang, Zhitao Li. “Effects of spatial units and travel modes on urban commute demand modeling”. Transportation, Revise. (SCI,SSCI)
(6)Jinjun Tang, Fan Gao, Chunyang Han, Xuekai Cen, Zhitao Li. “Uncovering the spatially heterogeneous effects of shared mobility on public transit and taxi”.Journal of Transport Geography. Second Review. (SCI, SSCI)
(7)Fang Liu, Fan Gao, Linchuan Yang, Chunyang Han, Wei Hao, Jinjun Tang. “Exploring spatially heterogeneous effects in ride-hailing travel demand: A geographically weighted quantile regression model”. With Editor.(SCI)
(8)中南大学研究生自主探索创新项目,考虑共享交通影响的城市公共交通需求与建成环境时空异质性分析, 2021.6-2021.12,主持。