A lightweight ensemble spatiotemporal interpolation model for geospatial data.
- Published in:
- International Journal of Geographical Information Science, 2020, v. 34, n. 9, p. 1849, doi. 10.1080/13658816.2020.1725016
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- Publication type:
- Article
Works matching AU Cheng, Shifen
Results: 15
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Fine-grained prediction of urban population using mobile phone location data.
- Published in:
- International Journal of Geographical Information Science, 2018, v. 32, n. 9, p. 1770, doi. 10.1080/13658816.2018.1460753
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- Publication type:
- Article
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Spatial Characteristics and Factor Analysis of Pollution Emission from Heavy-Duty Diesel Trucks in the Beijing–Tianjin–Hebei Region, China.
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- International Journal of Environmental Research & Public Health, 2019, v. 16, n. 24, p. 4973, doi. 10.3390/ijerph16244973
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- Publication type:
- Article
4
Predicting Taxi-Calling Demands Using Multi-Feature and Residual Attention Graph Convolutional Long Short-Term Memory Networks.
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- ISPRS International Journal of Geo-Information, 2022, v. 11, n. 3, p. 185, doi. 10.3390/ijgi11030185
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- Publication type:
- Article
5
Container port influence: a spatial diffusion analysis of global transshipments.
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- Maritime Policy & Management, 2025, v. 52, n. 2, p. 190, doi. 10.1080/03088839.2023.2289493
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- Publication type:
- Article
6
A multi-layer modelling approach for mining versatile ports of a global maritime transportation network.
- Published in:
- International Journal of Digital Earth, 2023, v. 16, n. 1, p. 2129, doi. 10.1080/17538947.2023.2220614
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- Publication type:
- Article
7
A Spatiotemporal Multi-View-Based Learning Method for Short-Term Traffic Forecasting.
- Published in:
- ISPRS International Journal of Geo-Information, 2018, v. 7, n. 6, p. 218, doi. 10.3390/ijgi7060218
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- Publication type:
- Article
8
A Two-Step Method for Missing Spatio-Temporal Data Reconstruction.
- Published in:
- ISPRS International Journal of Geo-Information, 2017, v. 6, n. 7, p. 187, doi. 10.3390/ijgi6070187
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- Publication type:
- Article
9
How Does a Port Build Influence? Diffusion Patterns in Global Oil Transportation.
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- Sensors (14248220), 2022, v. 22, n. 22, p. 8595, doi. 10.3390/s22228595
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- Publication type:
- Article
10
A tensor decomposition method based on embedded geographic meta-knowledge for urban traffic flow imputation.
- Published in:
- International Journal of Geographical Information Science, 2025, v. 39, n. 4, p. 788, doi. 10.1080/13658816.2024.2434665
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- Publication type:
- Article
11
An explainable spatial interpolation method considering spatial stratified heterogeneity.
- Published in:
- International Journal of Geographical Information Science, 2025, v. 39, n. 3, p. 600, doi. 10.1080/13658816.2024.2426067
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- Publication type:
- Article
12
Identifying the cargo types of road freight with semi-supervised trajectory semantic enhancement.
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- International Journal of Geographical Information Science, 2024, v. 38, n. 3, p. 432, doi. 10.1080/13658816.2023.2288116
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- Publication type:
- Article
13
An ensemble spatial prediction method considering geospatial heterogeneity.
- Published in:
- International Journal of Geographical Information Science, 2024, v. 38, n. 9, p. 1856, doi. 10.1080/13658816.2024.2358052
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- Publication type:
- Article
14
Act2Loc: a synthetic trajectory generation method by combining machine learning and mechanistic models.
- Published in:
- International Journal of Geographical Information Science, 2024, v. 38, n. 3, p. 407, doi. 10.1080/13658816.2023.2292570
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- Publication type:
- Article
15
Adding attention to the neural ordinary differential equation for spatio-temporal prediction.
- Published in:
- International Journal of Geographical Information Science, 2024, v. 38, n. 1, p. 156, doi. 10.1080/13658816.2023.2275160
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- Publication type:
- Article