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Shifen Cheng
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 12
Top Topics
Knn
Top Venues
Int. J. Geogr. Inf. Sci.
ISPRS Int. J. Geo Inf.
Sensors
IF&GIS
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Publications
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Peixiao Wang
,
Tong Zhang
,
Hengcai Zhang
,
Shifen Cheng
,
Wangshu Wang
Adding attention to the neural ordinary differential equation for spatio-temporal prediction.
Int. J. Geogr. Inf. Sci.
38 (1) (2024)
Chunlei Mi
,
Shifen Cheng
,
Feng Lu
Predicting Taxi-Calling Demands Using Multi-Feature and Residual Attention Graph Convolutional Long Short-Term Memory Networks.
ISPRS Int. J. Geo Inf.
11 (3) (2022)
Peng Peng
,
Christophe Claramunt
,
Shifen Cheng
,
Feng Lu
How Does a Port Build Influence? Diffusion Patterns in Global Oil Transportation.
Sensors
22 (22) (2022)
Shifen Cheng
,
Feng Lu
,
Peng Peng
Short-Term Traffic Forecasting by Mining the Non-Stationarity of Spatiotemporal Patterns.
IEEE Trans. Intell. Transp. Syst.
22 (10) (2021)
Shifen Cheng
,
Peng Peng
,
Feng Lu
A lightweight ensemble spatiotemporal interpolation model for geospatial data.
Int. J. Geogr. Inf. Sci.
34 (9) (2020)
Shifen Cheng
,
Feng Lu
,
Peng Peng
,
Sheng Wu
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting.
Knowl. Based Syst.
180 (2019)
Shifen Cheng
,
Feng Lu
,
Peng Peng
,
Sheng Wu
A Spatiotemporal Multi-View-Based Learning Method for Short-Term Traffic Forecasting.
ISPRS Int. J. Geo Inf.
7 (6) (2018)
Shifen Cheng
,
Feng Lu
Short-Term Traffic Forecasting: A Dynamic ST-KNN Model Considering Spatial Heterogeneity and Temporal Non-Stationarity.
EDBT/ICDT Workshops
(2018)
Shifen Cheng
,
Feng Lu
,
Peng Peng
,
Sheng Wu
Short-term traffic forecasting: An adaptive ST-KNN model that considers spatial heterogeneity.
Comput. Environ. Urban Syst.
71 (2018)
Jie Chen
,
Tao Pei
,
Shih-Lung Shaw
,
Feng Lu
,
Mingxiao Li
,
Shifen Cheng
,
Xiliang Liu
,
Hengcai Zhang
Fine-grained prediction of urban population using mobile phone location data.
Int. J. Geogr. Inf. Sci.
32 (9) (2018)
Xiliang Liu
,
Li Yu
,
Kang Liu
,
Peng Peng
,
Shifen Cheng
,
Mengdi Liao
,
Feng Lu
ST-PF: Spatio-Temporal Particle Filter for Floating-Car Data Pre-processing.
IF&GIS
(2017)
Shifen Cheng
,
Feng Lu
A Two-Step Method for Missing Spatio-Temporal Data Reconstruction.
ISPRS Int. J. Geo Inf.
6 (7) (2017)