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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... [72]
计算技术研究所 [1]
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OAI收割 [74]
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期刊论文 [73]
会议论文 [1]
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2025 [5]
2024 [8]
2023 [10]
2022 [7]
2021 [6]
2020 [8]
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浏览/检索结果:
共74条,第1-10条
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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:17/0
  |  
提交时间:2025/03/18
Urban states
spatio-temporal prediction
dilated operation
parameter sharing
hyper-parameter dependence
Spatiotemporal variations of private e-bike trips with explainable data-driven technologies
期刊论文
OAI收割
CITIES, 2025, 卷号: 158, 页码: 105712
作者:
Wang, Peixiao
;
Zhang, Hengcai
;
Zhang, Beibei
;
Cheng, Shifen
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/03/18
Private e -bike trips
Trip patterns
Spatiotemporal variations
Driving mechanisms
Spatiotemporal random forest
Improved SHAP
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:2/0
  |  
提交时间:2025/02/24
Spatio-temporal prediction
Ensemble learning
Spatio-temporal heterogeneity
Matrix decomposition
Explainable artificial intelligence
Quickly forecasting the future state of urban sensors by the missing-data-tolerant deep learning approach
期刊论文
OAI收割
SUSTAINABLE CITIES AND SOCIETY, 2025, 卷号: 118, 页码: 106044
作者:
Wang, Peixiao
;
Zhang, Hengcai
;
Cheng, Shifen
;
Zhang, Tong
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2025/02/24
Spatiotemporal prediction
Spatiotemporal data missing
Causal dilatation convolution
Graph attention network
Predicting origin-destination flows by considering heterogeneous mobility patterns
期刊论文
OAI收割
SUSTAINABLE CITIES AND SOCIETY, 2025, 卷号: 118, 页码: 106015
作者:
Zhao, Yibo
;
Cheng, Shifen
;
Gao, Song
;
Wang, Peixiao
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/02/24
Origin-destination flow
Spatial interaction
Urban mobility
Spatial heterogeneity
Imbalanced data learning
Graph attention network
A tensor decomposition method based on embedded geographic meta-knowledge for urban traffic flow imputation
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2024, 卷号: N/A
作者:
Luo, Xiaoyue
;
Cheng, Shifen
;
Wang, Lizeng
;
Liang, Yuxuan
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2025/01/17
Traffic flow imputation
geographic meta-knowledge
spatial weight matrix
tensor decomposition
spatial heterogeneity
An explainable spatial interpolation method considering spatial stratified heterogeneity
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2024, 卷号: N/A
作者:
Cheng, Shifen
;
Zhang, Wenhui
;
Luo, Peng
;
Wang, Lizeng
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/12/20
Spatial interpolation
spatial association
spatial heterogeneity
explainability
Understanding human mobility and trip demand through sparse trajectories of private e-bikes
期刊论文
OAI收割
JOURNAL OF CLEANER PRODUCTION, 2024, 卷号: 471, 页码: 143444
作者:
Wang, Peixiao
;
Zhang, Hengcai
;
Cheng, Shifen
;
Lu, Feng
;
Zhang, Tong
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/10/21
Human mobility
Private e-bike trajectories
e-bike trip
Model interpretability
Driving mechanisms
Intercity freight connections in China under the view of mass truck trajectories
期刊论文
OAI收割
CITIES, 2024, 卷号: 150, 页码: 105034
作者:
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/07/12
Freight connections
Regional integration
Urban interaction
Trajectory data mining
Temporal variation
Community structure
An ensemble spatial prediction method considering geospatial heterogeneity
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2024, 卷号: N/A
作者:
Cheng, Shifen
;
Wang, Lizeng
;
Wang, Peixiao
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/07/12
Spatial prediction
spatial inference
spatial heterogeneity
spatial data mining
ensemble learning