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A Spatial-Temporal Approach for Multi-Airport Traffic Flow Prediction Through Causality Graphs
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 13
作者:
Du, Wenbo
;
Chen, Shenwen
;
Li, Zhishuai
;
Cao, Xianbin
;
Lv, Yisheng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/16
Airport traffic flow
predictive models
deep learning
causality graph
spatiotemporal analysis
Investigation on the data augmentation using machine learning algorithms in structural health monitoring information
期刊论文
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2021, 卷号: 20, 期号: 4, 页码: 2054-2068
作者:
Tan, Xuyan
;
Sun, Xuanxuan
;
Chen, Weizhong
;
Du, Bowen
;
Ye, Junchen
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/08/11
Machine learning
data mining
supervised learning
structural health monitoring
data augmentation
An unsupervised learning method with convolutional auto-encoder for vessel trajectory similarity computation
期刊论文
OCEAN ENGINEERING, 2021, 卷号: 225, 页码: 16
作者:
Liang, Maohan
;
Liu, Ryan Wen
;
Li, Shichen
;
Xiao, Zhe
;
Liu, Xin
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  |  
浏览/下载:44/0
  |  
提交时间:2021/06/10
Automatic identification system (AIS)
Trajectory similarity
Trajectory clustering
Convolutional neural network (CNN)
Convolutional auto-encoder (CAE)
Bidirectional Spatio-Temporal Association Between the Observed Results of Ulva Prolifera Green Tides in the Yellow Sea and the Social Response in Sina Weibo
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 5988-6008
作者:
Wang, Zhongyuan
;
Fang, Zhixiang
;
Zhang, Yu
;
Song, Zhanlong
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  |  
浏览/下载:72/0
  |  
提交时间:2021/08/19
Green tide
remote sensing (RS)
social media
spatial-temporal association
Ulva prolifera
Inferring transit-based health seeking patterns from smart card data - A case study in Beijing, China
期刊论文
HEALTH & PLACE, 2020, 卷号: 65, 页码: 8
作者:
Du, Fangye
;
Mao, Liang
;
Wang, Jiaoe
;
Jin, Haitao
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  |  
浏览/下载:12/0
  |  
提交时间:2021/03/16
Health seeking behavior
Public transit
Big data analytics
Spatial health disparity
Beijing
Big geodata mining: Objective, connotations and research issues
期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2020, 卷号: 30, 期号: 2, 页码: 251-266
作者:
Pei, Tao
;
Song, Ci
;
Guo, Sihui
;
Shu, Hua
;
Liu, Yaxi
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  |  
浏览/下载:5/0
  |  
提交时间:2020/05/19
big earth observation data
big human behavior data
geographical spatiotemporal pattern
spatio-temporal heterogeneity
knowledge discovery
Spatiotemporal evolution pattern detection for heavy-duty diesel truck emissions using trajectory mining: A case study of Tianjin, China
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 244, 页码: 17
作者:
Cheng, Shifen
;
Zhang, Beibei
;
Peng, Peng
;
Yang, Zhenzhen
;
Lu, Feng
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/05/19
Heavy-duty diesel trucks
Transport emission
Trajectory mining
Spatiotemporal cube
Spatiotemporal evolution pattern
COOC: Visual Exploration of Co-Occurrence Mobility Patterns in Urban Scenarios
期刊论文
IEEE Transactions on Computational Social Systems, 2019, 卷号: 6, 页码: 403-413
作者:
Kong, Xiangjie
;
Li, Menglin
;
Zhao, Gaoxing
;
Zhang, Huijie
;
Xia, Feng
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2019/12/02
Data mining
Flow visualization
Visualization, Co-occurrence pattern
Frequent itemsets minings
Human mobility
Intrinsic features
Social activities
Spatio-temporal data
Visual exploration
Visualization system, Data visualization
Mapping spatio-temporal patterns and detecting the factors of traffic congestion with multi-source data fusion and mining techniques
期刊论文
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2019, 卷号: 77
作者:
Song, Jinchao
;
Zhao, Chunli
;
Zhong, Shaopeng
;
Nielsen, Thomas Alexander Sick
;
Prishchepov, Alexander V.
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2019/12/02
Traffic congestion
Land use
Spatiotemporal pattern
Multi-source data
Spatio-temporal changes of tourists based on multi-source data in chengdu
期刊论文
ACM International Conference Proceeding Series, 2019, 页码: 120-124
作者:
Yuan, Rongzheng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/11
Sina weibo data
Spatio-temporal changes
Taxi trajectory data
Travel mode
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