Xuefeng Guan
Orcid: 0000-0003-0865-3850
According to our database1,
Xuefeng Guan
authored at least 19 papers
between 2010 and 2023.
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Bibliography
2023
HGAT-VCA: Integrating high-order graph attention network with vector cellular automata for urban growth simulation.
Comput. Environ. Urban Syst., 2023
Development Process, Quantitative Models, and Future Directions in Driving Analysis of Urban Expansion.
ISPRS Int. J. Geo Inf., 2023
2022
MPR-GAN: A Novel Neural Rendering Framework for MLS Point Cloud With Deep Generative Learning.
IEEE Trans. Geosci. Remote. Sens., 2022
2021
A Data-Driven Quasi-Dynamic Traffic Assignment Model Integrating Multi-Source Traffic Sensor Data on the Expressway Network.
ISPRS Int. J. Geo Inf., 2021
2020
A novel cellular automata model integrated with deep learning for dynamic spatio-temporal land use change simulation.
Comput. Geosci., 2020
Forecast Network-Wide Traffic States for Multiple Steps Ahead: A Deep Learning Approach Considering Dynamic Non-Local Spatial Correlation and Non-Stationary Temporal Dependency.
CoRR, 2020
A Hybrid Deep Learning-Based Traffic Forecasting Approach Integrating Adjacency Filtering and Frequency Decomposition.
IEEE Access, 2020
2019
A Hybrid Traffic Speed Forecasting Approach Integrating Wavelet Transform and Motif-based Graph Convolutional Recurrent Neural Network.
CoRR, 2019
Wavelet-HST: A Wavelet-Based Higher-Order Spatio-Temporal Framework for Urban Traffic Speed Prediction.
IEEE Access, 2019
2018
A Parallel N-Dimensional Space-Filling Curve Library and Its Application in Massive Point Cloud Management.
ISPRS Int. J. Geo Inf., 2018
2017
A Hybrid Parallel Spatial Interpolation Algorithm for Massive LiDAR Point Clouds on Heterogeneous CPU-GPU Systems.
ISPRS Int. J. Geo Inf., 2017
A Novel k-Means Clustering Based Task Decomposition Method for Distributed Vector-Based CA Models.
ISPRS Int. J. Geo Inf., 2017
ST-hash: An efficient spatiotemporal index for massive trajectory data in a NoSQL database.
Proceedings of the 25th International Conference on Geoinformatics, 2017
2016
4D-SAS: A Distributed Dynamic-Data Driven Simulation and Analysis System for Massive Spatial Agent-Based Modeling.
ISPRS Int. J. Geo Inf., 2016
Hypergraph+: An Improved Hypergraph-Based Task-Scheduling Algorithm for Massive Spatial Data Processing on Master-Slave Platforms.
ISPRS Int. J. Geo Inf., 2016
2015
A hypergraph based task scheduling strategy for massive parallel spatial data processing on master-slave platforms.
Proceedings of the 23rd International Conference on Geoinformatics, 2015
2012
A Parallel Framework for Processing Massive Spatial Data with a Split-and-Merge Paradigm.
Trans. GIS, 2012
2011
ParaStream: A parallel streaming Delaunay triangulation algorithm for LiDAR points on multicore architectures.
Comput. Geosci., 2011
2010
Leveraging the power of multi-core platforms for large-scale geospatial data processing: Exemplified by generating DEM from massive LiDAR point clouds.
Comput. Geosci., 2010