Leveraging the power of multi-core platforms for large-scale geospatial data processing: Exemplified by generating DEM from massive LiDAR point clouds X Guan, H Wu Computers & Geosciences 36 (10), 1276-1282, 2010 | 76 | 2010 |
A novel cellular automata model integrated with deep learning for dynamic spatio-temporal land use change simulation W Xing, Y Qian, X Guan, T Yang, H Wu Computers & Geosciences 137, 104430, 2020 | 75 | 2020 |
Coupling cellular automata with area partitioning and spatiotemporal convolution for dynamic land use change simulation Y Qian, W Xing, X Guan, T Yang, H Wu Science of the Total Environment 722, 137738, 2020 | 63 | 2020 |
ParaStream: A parallel streaming Delaunay triangulation algorithm for LiDAR points on multicore architectures H Wu, X Guan, J Gong Computers & geosciences 37 (9), 1355-1363, 2011 | 60 | 2011 |
Forecast network-wide traffic states for multiple steps ahead: A deep learning approach considering dynamic non-local spatial correlation and non-stationary temporal dependency X Wang, X Guan, J Cao, N Zhang, H Wu Transportation Research Part C: Emerging Technologies 119, 102763, 2020 | 42 | 2020 |
ST-hash: An efficient spatiotemporal index for massive trajectory data in a NoSQL database X Guan, C Bo, Z Li, Y Yu 2017 25th International Conference on Geoinformatics, 1-7, 2017 | 38 | 2017 |
Wavelet-HST: A wavelet-based higher-order spatio-temporal framework for urban traffic speed prediction N Zhang, X Guan, J Cao, X Wang, H Wu IEEE Access 7, 118446-118458, 2019 | 31 | 2019 |
Efficiency evaluation of urban road transport and land use in Hunan Province of China based on hybrid data envelopment analysis (DEA) models T Yang, X Guan, Y Qian, W Xing, H Wu Sustainability 11 (14), 3826, 2019 | 22 | 2019 |
A parallel N-Dimensional space-filling curve library and its application in massive point cloud management X Guan, P Van Oosterom, B Cheng ISPRS international journal of geo-information 7 (8), 327, 2018 | 22 | 2018 |
An Event‐driven Spatiotemporal Data Model (E‐ST) Supporting Dynamic Expression and Simulation of Geographic Processes X Li, J Yang, X Guan, H Wu Transactions in GIS 18, 76-96, 2014 | 16 | 2014 |
Parallel optimization of IDW interpolation algorithm on multicore platform X Guan, H Wu Geoinformatics 2008 and Joint Conference on GIS and Built Environment …, 2008 | 16 | 2008 |
A hybrid traffic speed forecasting approach integrating wavelet transform and motif-based graph convolutional recurrent neural network N Zhang, X Guan, J Cao, X Wang, H Wu arXiv preprint arXiv:1904.06656, 2019 | 15 | 2019 |
A parallel framework for processing massive spatial data with a split–and–merge paradigm X Guan, H Wu, L Li Transactions in GIS 16 (6), 829-843, 2012 | 15 | 2012 |
HistSFC: Optimization for nD massive spatial points querying H Liu, P van Oosterom, M Meijers, X Guan, E Verbree, M Horhammer International Journal of Database Management Systems (IJDMS) 12 (3), 7-28, 2020 | 11 | 2020 |
A hybrid deep learning-based traffic forecasting approach integrating adjacency filtering and frequency decomposition J Cao, X Guan, N Zhang, X Wang, H Wu Ieee Access 8, 81735-81746, 2020 | 11 | 2020 |
A hybrid parallel spatial interpolation algorithm for massive LiDAR point clouds on heterogeneous CPU-GPU systems H Wang, X Guan, H Wu ISPRS international journal of geo-information 6 (11), 363, 2017 | 11 | 2017 |
Modeling users' behavior for testing the performance of a web map tile service X Guan, B Cheng, A Song, H Wu Transactions in GIS 18, 109-125, 2014 | 10 | 2014 |
4D-SAS: A distributed dynamic-data driven simulation and analysis system for massive spatial agent-based modeling Z Li, X Guan, R Li, H Wu ISPRS international journal of geo-information 5 (4), 42, 2016 | 9 | 2016 |
A data-driven quasi-dynamic traffic assignment model integrating multi-source traffic sensor data on the expressway network X Zeng, X Guan, H Wu, H Xiao ISPRS International Journal of Geo-Information 10 (3), 113, 2021 | 8 | 2021 |
Research progress and trends of parallel processing, analysis, and mining of big spatiotemporal data X GUAN, Y ZENG Progress in Geography 37 (10), 1314-1327, 2018 | 8 | 2018 |