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武汉大学 [10]
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地理科学与资源研究所 [4]
北京航空航天大学 [3]
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Developing a multiview spatiotemporal model based on deep graph neural networks to predict the travel demand by bus
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2023, 页码: 27
作者:
Zhao, Tianhong
;
Huang, Zhengdong
;
Tu, Wei
;
Biljecki, Filip
;
Chen, Long
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/16
Graph deep learning
multiview learning
travel demand prediction
multimodal transportation
smart card data
Spatial and Temporal Characteristics of Urban Tourism Travel by Taxi-A Case Study of Shenzhen
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 7, 页码: 18
作者:
He, Bing
;
Liu, Kang
;
Xue, Zhe
;
Liu, Jiajun
;
Yuan, Diping
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/11/05
tourist flow
spatial-temporal dynamic
taxi trajectory data
spatial structure
Shenzhen
Filtering Link Outliers in Vehicle Trajectories by Spatial Reasoning
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 5, 页码: 19
作者:
Liu, Junli
;
Pan, Miaomiao
;
Song, Xianfeng
;
Wang, Jing
;
Zhu, Kemin
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/07/09
vehicle GNSS trajectory
tracking link
outlier
logistic regression
spatial reasoning
Prediction of Spatiotemporal Evolution of Urban Traffic Emissions Based on Taxi Trajectories
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 219-232
作者:
Zhen-Yi Zhao
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/04/22
Vehicle emission prediction
spatiotemporal gragh convolution
GPS trajectories
motor vehicle emission simulator (MOVES) model
feature sharing
Exploring the Attractiveness of Residential Areas for Human Activities Based on Shared E-Bike Trajectory Data
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 12, 页码: 20
作者:
Cheng, Xiaoqian
;
Du, Weibing
;
Li, Chengming
;
Yang, Leiku
;
Xu, Linjuan
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2021/03/15
shared e-bike trajectory
commuting activity
urban residential area
machine learning
urban hot spots
Identifying Flow Clusters Based on Density Domain Decomposition
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 5236-5243
作者:
Song, Ci
;
Pei, Tao
;
Shu, Hua
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/05/19
Origin-destination (OD) flow
flow space
flow clustering
density domain decomposition
point process
Predicting the Upcoming Services of Vacant Taxis near Fixed Locations Using Taxi Trajectories
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 7
作者:
Hu, Chunchun
;
Thill, Jean-Claude
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2019/12/05
hidden Markov model
taxi trajectory
kernel density analysis
weighted confusion matrix
Computing the CO2 Emissions of Taxi Trajectories and Exploring Their Spatiotemporal Patterns in Wuhan City
期刊论文
Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, 2019, 卷号: 44, 期号: 8
作者:
Jia, Tao
;
Li, Qi
;
Ma, Chu
;
Li, Yuqian
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Spotting trip purposes from taxi trajectories: a general probabilistic model
期刊论文
Acm transactions on intelligent systems and technology, 2018, 卷号: 9, 期号: 3, 页码: 26
作者:
Wang, Pengfei
;
Liu, Guannan
;
Fu, Yanjie
;
Zhou, Yuanchun
;
Li, Jianhui
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2019/05/09
Design
Implementation algorithms
Experimentation
Performance
Human mobility
Taxi trajectories
Trip purposes
Probabilistic model
Analysis of spatiotemporal trajectories for stops along taxi paths
期刊论文
Spatial Cognition and Computation, 2018, 卷号: 18, 期号: 3, 页码: 194-216
作者:
Huang, Liang
;
Wen, Yuanqiao
;
Ye, Xinyue*
;
Zhou, Chunhui
;
Zhang, Faming
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/04
semantic trajectory analysis
topic modeling
taxi
human dynamics
China
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