中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究... [10]
计算技术研究所 [3]
自动化研究所 [3]
地质与地球物理研究所 [2]
力学研究所 [1]
海洋研究所 [1]
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OAI收割 [21]
内容类型
期刊论文 [21]
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2025 [2]
2024 [4]
2023 [3]
2022 [2]
2021 [6]
2019 [1]
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学科主题
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Lightweighting the prediction process of urban states with parameter sharing and dilated operations
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2025, 卷号: 18, 期号: 1, 页码: 2468414
作者:
Wang, Peixiao
;
Yang, Haolong
;
Zhang, Hengcai
;
Cheng, Shifen
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2025/03/18
Urban states
spatio-temporal prediction
dilated operation
parameter sharing
hyper-parameter dependence
Decomposing spatio-temporal heterogeneity: Matrix-informed ensemble learning for interpretable prediction
期刊论文
OAI收割
KNOWLEDGE-BASED SYSTEMS, 2025, 卷号: 309, 页码: 112906
作者:
Wang, Lizeng
;
Cheng, Shifen
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2025/02/24
Spatio-temporal prediction
Ensemble learning
Spatio-temporal heterogeneity
Matrix decomposition
Explainable artificial intelligence
Predicting urban signal-controlled intersection congestion events using spatio-temporal neural point process
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2024, 卷号: 17, 期号: 1, 页码: 24
作者:
Wang, Jianlong
;
Duan, Xiaoqi
;
Wang, Peixiao
;
Qiu, A. -Gen
;
Chen, Zeqiang
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/10/08
Signal-controlled intersections
congestion prediction
spatio-temporal dependencies
temporal point process
congestion events
Space-time modeling of landslide size by combining static, dynamic, and unobserved spatiotemporal factors
期刊论文
OAI收割
CATENA, 2024, 卷号: 240, 页码: 107989
作者:
Fang, Zhice
;
Wang, Yi
;
van Westen, Cees
;
Lombardo, Luigi
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/06/17
Dynamic landslide area prediction
Space-time modeling
Slope unit
Spatio-temporal cross-validation
Predicting Vessel Trajectories Using ASTGCN with StemGNN-Derived Correlation Matrix
期刊论文
OAI收割
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 10, 页码: 20
作者:
Zhang, Ran
;
Chen, Xiaohui
;
Ye, Lin
;
Yu, Wentao
;
Zhang, Bing
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/12/06
ais
trajectory prediction
attention mechanism
spatio-temporal graph convolution
MAST-GNN: A multimodal adaptive spatio-temporal graph neural network for airspace complexity prediction
期刊论文
OAI收割
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 卷号: 160, 页码: 20
作者:
Li, Biyue
;
Li, Zhishuai
;
Chen, Jun
;
Yan, Yongjie
;
Lv, Yisheng
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/07/03
Airspace Complexity Prediction
Air Traffic Management
Spatio-temporal Graph Neural Network
Graph Convolutional Neural Network
Attention Mechanism
Prediction of fishing intensity and trends across South China Sea biogeographic zones
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 卷号: 899, 页码: 12
作者:
He, Bin
;
Yan, Fengqin
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2023/10/09
Automatic identification system (AIS)
Fishing effort
GAM prediction
South China Sea
Spatio-temporal analysis
VIIRS DNB
Adding attention to the neural ordinary differential equation for spatio-temporal prediction
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2023
作者:
Wang, Peixiao
;
Zhang, Tong
;
Zhang, Hengcai
;
Cheng, Shifen
;
Wang, Wangshu
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2023/12/04
Geospatial artificial intelligence
spatio-temporal prediction
spatio-temporal attention
neural ordinary differential equation
STAM: A SpatioTemporal Attention Based Memory for Video Prediction
期刊论文
OAI收割
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 2354-2367
作者:
Chang, Zheng
;
Zhang, Xinfeng
;
Wang, Shanshe
;
Ma, Siwei
;
Gao, Wen
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2023/12/04
Global spatiotemporal information
spatio temporal receptive field
3D convolutional neural network
spatiotemporal attention
sequence learning
video prediction
A deep spatio-temporal meta-learning model for urban traffic revitalization index prediction in the COVID-19 pandemic
期刊论文
OAI收割
ADVANCED ENGINEERING INFORMATICS, 2022, 卷号: 53, 页码: 12
作者:
Wang, Yue
;
Lv, Zhiqiang
;
Sheng, Zhaoyu
;
Sun, Haokai
;
Zhao, Aite
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/12/07
Urban computing
Traffic revitalization index prediction
COVID-19pandemic
Meta-learning
Spatio-temporal correlation