Shifen Cheng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Top Venues

Int. J. Geogr. Inf. Sci.

ISPRS Int. J. Geo Inf.

Publications

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)
Kang Liu, Xin Jin, Shifen Cheng, Song Gao, Ling Yin, Feng Lu
Act2Loc: a synthetic trajectory generation method by combining machine learning and mechanistic models. Int. J. Geogr. Inf. Sci. 38 (3) (2024)
Yutong Feng, Qiongyan Wang, Yutong Xia, Junlin Huang, Siru Zhong, Kun Wang, Shifen Cheng, Yuxuan Liang
Spatio-Temporal Field Neural Networks for Air Quality Inference. CoRR (2024)
Gengyu Lin, Zhengyang Zhou, Qihe Huang, Kuo Yang, Shifen Cheng, Yang Wang
FairSTG: Countering performance heterogeneity via collaborative sample-level optimization. CoRR (2024)
Yibo Zhao, Shifen Cheng, Beibei Zhang, Feng Lu
Identifying the cargo types of road freight with semi-supervised trajectory semantic enhancement. Int. J. Geogr. Inf. Sci. 38 (3) (2024)
Beibei Zhang, Shifen Cheng, Peixiao Wang, Feng Lu
Inferring freeway traffic volume with spatial interaction enhanced betweenness centrality. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Peng Peng, Christophe Claramunt, Shifen Cheng, Yu Yang, Feng Lu
A multi-layer modelling approach for mining versatile ports of a global maritime transportation network. Int. J. Digit. Earth 16 (1) (2023)
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)