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2020 – today
- 2024
[j18]Xiangyang Yang
, Xuefeng Guan, Zhaoxing Pang, Xing Kui, Huayi Wu:
GridMesa: A NoSQL-based big spatial data management system with an adaptive grid approximation model. Future Gener. Comput. Syst. 155: 324-339 (2024)- [j17]Rihui Xie, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu:
HSeq2Seq: Hierarchical graph neural network for accurate mobile traffic forecasting. Inf. Sci. 679: 120982 (2024) - [j16]Changlan Yang, Xuefeng Guan, Qingyang Xu, Weiran Xing, Xiaoyu Chen, Jinguo Chen, Peng Jia:
How can SHAP (SHapley Additive exPlanations) interpretations improve deep learning based urban cellular automata model? Comput. Environ. Urban Syst. 111: 102133 (2024) - [i3]Shuyang Hou, Zhangxiao Shen, Anqi Zhao, Jianyuan Liang, Zhipeng Gui, Xuefeng Guan, Rui Li, Huayi Wu:
GeoCode-GPT: A Large Language Model for Geospatial Code Generation Tasks. CoRR abs/2410.17031 (2024) - 2023
- [j15]Xuefeng Guan, Jingbo Li, Changlan Yang, Weiran Xing:
Development Process, Quantitative Models, and Future Directions in Driving Analysis of Urban Expansion. ISPRS Int. J. Geo Inf. 12(4): 174 (2023) - [j14]Xuefeng Guan, Weiran Xing, Jingbo Li, Huayi Wu:
HGAT-VCA: Integrating high-order graph attention network with vector cellular automata for urban growth simulation. Comput. Environ. Urban Syst. 99: 101900 (2023) - 2022
- [j13]Qingyang Xu, Xuefeng Guan, Jun Cao, Yanli Ma, Huayi Wu:
MPR-GAN: A Novel Neural Rendering Framework for MLS Point Cloud With Deep Generative Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - 2021
- [j12]Xing Zeng, Xuefeng Guan, Huayi Wu, Heping Xiao:
A Data-Driven Quasi-Dynamic Traffic Assignment Model Integrating Multi-Source Traffic Sensor Data on the Expressway Network. ISPRS Int. J. Geo Inf. 10(3): 113 (2021) - 2020
- [j11]Jun Cao, Xuefeng Guan, Na Zhang, Xinglei Wang, Huayi Wu:
A Hybrid Deep Learning-Based Traffic Forecasting Approach Integrating Adjacency Filtering and Frequency Decomposition. IEEE Access 8: 81735-81746 (2020) - [j10]Weiran Xing, Yuehui Qian, Xuefeng Guan, Tingting Yang, Huayi Wu:
A novel cellular automata model integrated with deep learning for dynamic spatio-temporal land use change simulation. Comput. Geosci. 137: 104430 (2020) - [i2]Xinglei Wang, Xuefeng Guan, Jun Cao, Na Zhang, Huayi Wu:
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 abs/2004.02391 (2020)
2010 – 2019
- 2019
- [j9]Na Zhang, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu:
Wavelet-HST: A Wavelet-Based Higher-Order Spatio-Temporal Framework for Urban Traffic Speed Prediction. IEEE Access 7: 118446-118458 (2019) - [i1]Na Zhang, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu:
A Hybrid Traffic Speed Forecasting Approach Integrating Wavelet Transform and Motif-based Graph Convolutional Recurrent Neural Network. CoRR abs/1904.06656 (2019) - 2018
- [j8]Xuefeng Guan, Peter van Oosterom, Bo Cheng:
A Parallel N-Dimensional Space-Filling Curve Library and Its Application in Massive Point Cloud Management. ISPRS Int. J. Geo Inf. 7(8): 327 (2018) - 2017
- [j7]Zhenqiang Li, Xuefeng Guan, Huayi Wu, Jianya Gong:
A Novel k-Means Clustering Based Task Decomposition Method for Distributed Vector-Based CA Models. ISPRS Int. J. Geo Inf. 6(4): 93 (2017) - [j6]Hongyan Wang, Xuefeng Guan, Huayi Wu:
A Hybrid Parallel Spatial Interpolation Algorithm for Massive LiDAR Point Clouds on Heterogeneous CPU-GPU Systems. ISPRS Int. J. Geo Inf. 6(11): 363 (2017) - [c2]Xuefeng Guan, Cheng Bo, Zhenqiang Li, Yaojin Yu:
ST-hash: An efficient spatiotemporal index for massive trajectory data in a NoSQL database. Geoinformatics 2017: 1-7 - 2016
- [j5]Zhenqiang Li, Xuefeng Guan, Rui Li, Huayi Wu:
4D-SAS: A Distributed Dynamic-Data Driven Simulation and Analysis System for Massive Spatial Agent-Based Modeling. ISPRS Int. J. Geo Inf. 5(4): 42 (2016) - [j4]Bo Cheng, Xuefeng Guan, Huayi Wu, Rui Li:
Hypergraph+: An Improved Hypergraph-Based Task-Scheduling Algorithm for Massive Spatial Data Processing on Master-Slave Platforms. ISPRS Int. J. Geo Inf. 5(8): 141 (2016) - 2015
- [c1]Bo Cheng, Xuefeng Guan, Huayi Wu:
A hypergraph based task scheduling strategy for massive parallel spatial data processing on master-slave platforms. Geoinformatics 2015: 1-5 - 2012
- [j3]Xuefeng Guan, Huayi Wu, Lin Li:
A Parallel Framework for Processing Massive Spatial Data with a Split-and-Merge Paradigm. Trans. GIS 16(6): 829-843 (2012) - 2011
- [j2]Huayi Wu, Xuefeng Guan, Jianya Gong:
ParaStream: A parallel streaming Delaunay triangulation algorithm for LiDAR points on multicore architectures. Comput. Geosci. 37(9): 1355-1363 (2011) - 2010
- [j1]Xuefeng Guan, Huayi Wu:
Leveraging the power of multi-core platforms for large-scale geospatial data processing: Exemplified by generating DEM from massive LiDAR point clouds. Comput. Geosci. 36(10): 1276-1282 (2010)
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