Journal of System Simulation ›› 2019, Vol. 31 ›› Issue (7): 1429-1438.doi: 10.16182/j.issn1004731x.joss.18-CVR0696
Previous Articles Next Articles
Huang Zihe1, Gao Shangbing1,*, Pan Zhigeng2, Hui Hao1, Liao Qiyu1, Zhao Fengfeng1
Received:
2018-06-15
Revised:
2018-10-21
Published:
2019-12-12
CLC Number:
Huang Zihe, Gao Shangbing, Pan Zhigeng, Hui Hao, Liao Qiyu, Zhao Fengfeng. Visualization Analysis Method of Passenger Hotspot Based on Fast Density Clustering[J]. Journal of System Simulation, 2019, 31(7): 1429-1438.
[1] 赵利刚. 基于出租车轨迹数据的载客情况可视化分析[D]. 杭州: 浙江工业大学, 2014. Zhao Ligang.Loading situation visual analysis based on taxi trajectory data[D]. Hangzhou: College of Computer Science and Technology Zhejiang University of Technology, 2014. [2] 冯琦森. 基于出租车轨迹的居民出行热点路径和区域挖掘[D]. 重庆: 重庆大学, 2017. Feng Qisen.Research on Residents’ Trip Hot Routes and Attractive Areas Based on Taxi Trajectory Data[D]. Chongqing: Chongqing University, 2017. [3] 赵鹏祥. 基于轨迹聚类的城市热点区域提取与分析方法研究[D]. 武汉: 武汉大学, 2015. Zhao Pengxiang.Research on Urban Hotspot Region Extraction and Analysis Based on Trajectory Clustering[D]. Wuhan: Wuhan University, 2015. [4] 江慧娟, 余洋. 出租车载客热点精细提取的改进DBSCAN算法[J]. 地理空间信息, 2017, 15(10): 1672. Jiang Huijuan, Yu Yang.Improved DBSCAN Algorithm for Fine Extraction of Rental Vehicle Hotspots[J]. Geospatial Information, 2017, 15(10): 1672. [5] 郑运鹏, 赵刚, 刘健. 基于出租车GPS数据的交通热区识别方法[J]. 北京信息科技大学学报(自然科学版), 2016, 31(1): 43-47. Zheng Yunpeng, Zhao Gang, Liu Jian.A novel method for traffic hotspots recognition based on taxi GPS data[J]. Journal of Beijing Information Science & Technology University, 2016, 31(1): 43-47. [6] 周勍, 秦昆, 陈一祥, 等. 基于数据场的出租车轨迹热点区域探测方法[J]. 地理与地理信息科学, 2016, 32(6): 51-56. Zhou Qing, Qin Kun, Chen Yixiang, et al.Hotspots Detection from Taxi Trajectory Data Based on Data Field Clustering[J]. Geography and Geo-Information Science, 2016, 32(6): 51-56. [7] Kong X, Liu Y, Wang Y, et al.Investigating Public Facility Characteristics from a Spatial Interaction Perspective: A Case Study of Beijing Hospitals Using Taxi Data[J]. ISPRS International Journal of Geo-Information (S2220-9964), 2017, 6(2): 38-46. [8] Zhou Z, Dou W, Jia G, et al.A method for real-time trajectory monitoring to improve taxi service using GPS big data[J]. Information & Management (S0378-7206), 2016, 53(8): 964-977. [9] 王武. 基于海量GPS数据的公共交通站点及路线优化研究[D]. 重庆: 西南大学, 2016. Wang Wu.The Optimization of Public Transportation Sites and Route based on Taxi GPS Data [D]. Chongqing: Southwestern University, 2016. [10] Kumar K M, Reddy A R M. A fast DBSCAN clustering algorithm by accelerating neighbor searching using Groups method[J]. Pattern Recognition (S0031-3203), 2016, 58(2): 39-48. [11] Wang Z, Lu M, Yuan X, et al.Visual Traffic Jam Analysis Based on Trajectory Data[J]. IEEE Transactions on Visualization & Computer Graphics (S1077-2626), 2013, 19(12): 2159-2168. |
[1] | Zhijie Li, Haoqi Shi, Changhua Li, Jie Zhang. Image Center Layout Optimization Method Based on Improved Genetic Algorithm [J]. Journal of System Simulation, 2022, 34(6): 1173-1184. |
[2] | Bin Chen, Yue Liu, Yalei Yang. Airport Flight Transit Support Time Collaborative Planning Modeling Based on STN [J]. Journal of System Simulation, 2022, 34(6): 1196-1207. |
[3] | Kai Yang, Chunyi Chen, Xiaojuan Hu, Haiyang Yu. Denoising Algorithm Based on Multi-feature Non-local Mean Filtering for Monte Carlo Rendered Images [J]. Journal of System Simulation, 2022, 34(6): 1259-1266. |
[4] | Qi Chen, Haoyang Cui. Visual inspection model of UAV cluster based on improved pigeon flock hierarchy [J]. Journal of System Simulation, 2022, 34(6): 1275-1285. |
[5] | Muqing Wang, Lei Zhang, Xiumin Fan, Xiaomeng Luo, Wenmin Zhu. Simulation Method of Virtual Human Pose Optimization Based On VR Peripherals [J]. Journal of System Simulation, 2022, 34(6): 1296-1303. |
[6] | Cheng Lu, Xuesheng Jin. Design of Interactive Simulated Water Gun Fire Fighting Training System Based on Steam VR [J]. Journal of System Simulation, 2022, 34(6): 1312-1319. |
[7] | Hongnai Gao, Lijiang Fu, Qian Xia, Ya Guo. Application of Observability in Performance Evaluation of Photosynthesis Model [J]. Journal of System Simulation, 2022, 34(6): 1330-1342. |
[8] | Lingjia Ni, Xiaoxia Huang, Hongga Li, Zibo Zhang. Research on Fire Emergency Evacuation Simulation Based on Cooperative Deep Reinforcement Learning [J]. Journal of System Simulation, 2022, 34(6): 1353-1366. |
[9] | Dun Meng, Zhuo Hu, Huajun Zhang. Simulation of Multi-layer Ship Evacuation System Based on Improved A* Algorithm [J]. Journal of System Simulation, 2022, 34(6): 1375-1382. |
[10] | Yufei Guo, Kang Zhao, Yongqing Hai. Triangular Mesh Boolean Operation Method for Finite Element Analysis [J]. Journal of System Simulation, 2022, 34(5): 1003-1014. |
[11] | Tong Wu, Qinghui Wang, Zhijia Xu. Study on the Scale Characteristics of Permeability of TPMS Porous Materials [J]. Journal of System Simulation, 2022, 34(5): 1015-1024. |
[12] | Yangsheng Jiang, Sichen Wang, Kuan Gao, Meng Liu, Zhihong Yao. Cellular Automata Model of Mixed Traffic Flow Composed of Intelligent Connected Vehicles’ Platoon [J]. Journal of System Simulation, 2022, 34(5): 1025-1032. |
[13] | Jiangtao Liang, Huiqin Wang. Study on Building Fire Evacuation Path Planning Based on Improved Ant Colony Algorithm [J]. Journal of System Simulation, 2022, 34(5): 1044-1053. |
[14] | Qiwen Zhang, Bin Zhang. Teaching-Learning-Based Optimization Algorithm for Permutation Flowshop Scheduling [J]. Journal of System Simulation, 2022, 34(5): 1054-1063. |
[15] | Genshang Xing, Fang Lu, Shushan Li, Dingti Luo. Supply Chain Delivery Model and Simulation Based on Product Experience [J]. Journal of System Simulation, 2022, 34(5): 1064-1075. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||