Shifen Cheng
Orcid: 0000-0002-9553-8318
According to our database1,
Shifen Cheng authored at least 31 papers
between 2017 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
Predicting human-activity intensity in urban areas with a prior-enhanced probabilistic-deterministic model.
Int. J. Geogr. Inf. Sci., May, 2026
A geographic evolutionary framework with multi-task optimization of automatic hyperparameter tuning for spatially stratified machine learning models.
Int. J. Geogr. Inf. Sci., January, 2026
Structure-aware multi-view urban representation learning with coordinated fusion and alignment.
Inf. Process. Manag., 2026
Adaptive model selection and ensemble via spatiotemporal graph-guided expert routing.
Inf. Process. Manag., 2026
2025
Lightweighting the prediction process of urban states with parameter sharing and dilated operations.
Int. J. Digit. Earth, December, 2025
FairSTG: Countering Performance Heterogeneity via Collaborative Sample-Level Optimization.
IEEE Trans. Mob. Comput., May, 2025
A tensor decomposition method based on embedded geographic meta-knowledge for urban traffic flow imputation.
Int. J. Geogr. Inf. Sci., April, 2025
An explainable spatial interpolation method considering spatial stratified heterogeneity.
Int. J. Geogr. Inf. Sci., March, 2025
Decomposing spatio-temporal heterogeneity: Matrix-informed ensemble learning for interpretable prediction.
Knowl. Based Syst., 2025
Predicting the Next Location of Urban Individuals via a Representation-Enhanced Multi-View Learning Network.
ISPRS Int. J. Geo Inf., 2025
A gravity-inspired model integrating geospatial and socioeconomic distances for truck origin-destination flows prediction.
Int. J. Appl. Earth Obs. Geoinformation, 2025
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025
2024
Int. J. Geogr. Inf. Sci., September, 2024
Identifying the cargo types of road freight with semi-supervised trajectory semantic enhancement.
Int. J. Geogr. Inf. Sci., March, 2024
Act2Loc: a synthetic trajectory generation method by combining machine learning and mechanistic models.
Int. J. Geogr. Inf. Sci., March, 2024
Adding attention to the neural ordinary differential equation for spatio-temporal prediction.
Int. J. Geogr. Inf. Sci., January, 2024
Inferring freeway traffic volume with spatial interaction enhanced betweenness centrality.
Int. J. Appl. Earth Obs. Geoinformation, 2024
2023
A multi-layer modelling approach for mining versatile ports of a global maritime transportation network.
Int. J. Digit. Earth, December, 2023
2022
Sensors, 2022
Predicting Taxi-Calling Demands Using Multi-Feature and Residual Attention Graph Convolutional Long Short-Term Memory Networks.
ISPRS Int. J. Geo Inf., 2022
2021
Short-Term Traffic Forecasting by Mining the Non-Stationarity of Spatiotemporal Patterns.
IEEE Trans. Intell. Transp. Syst., 2021
2020
Int. J. Geogr. Inf. Sci., 2020
2019
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting.
Knowl. Based Syst., 2019
2018
Short-term traffic forecasting: An adaptive ST-KNN model that considers spatial heterogeneity.
Comput. Environ. Urban Syst., 2018
A Spatiotemporal Multi-View-Based Learning Method for Short-Term Traffic Forecasting.
ISPRS Int. J. Geo Inf., 2018
Int. J. Geogr. Inf. Sci., 2018
Short-Term Traffic Forecasting: A Dynamic ST-KNN Model Considering Spatial Heterogeneity and Temporal Non-Stationarity.
Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), 2018
2017
ISPRS Int. J. Geo Inf., 2017
Proceedings of the Information Fusion and Intelligent Geographic Information Systems (IF&IGIS'17), 2017