Shaohua Wang

59 papers Journal 47Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
GeoPPO - A Location-Allocation Method of Superstores Based on Deep Reinforcement Learning - A Case Study of Xi'an.
ISPRS Int. J. Geo Inf.
Yuxuan Hu, Kun Qin, Shaohua Wang
2025 J jnl
AIAM: Adaptive interactive attention model for solving p-Median problem via deep reinforcement learning.
Int. J. Appl. Earth Obs. Geoinformation
Haojian Liang, Shaohua Wang, Huilai Li, Jie Pan, Xiao Li, Cheng Su, Bingzhi Liu
2025 J jnl
Geospatial Analytics of Urban Bus Network Evolution Based on Multi-Source Spatiotemporal Data Fusion: A Case Study of Beijing, China.
ISPRS Int. J. Geo Inf.
Xiao Li, Shaohua Wang, Liang Zhou, Yeran Sun, Jiayi Zheng, Chang Liu, Junyuan Zhou, Cheng Su, Dachuan Xu
2025 J jnl
Geospatial information technology: analysis of architectural characteristics from vertical and horizontal perspectives and intelligent-driven application modes.
Int. J. Digit. Earth
Cheng Su, Ershun Zhong, Shaohua Wang, Hao Lu
2025 J jnl
Heterogeneity Analysis of Resident Demands and Public Service Facilities in Megacities of China from the Perspective of Urban Health Examination.
ISPRS Int. J. Geo Inf.
Ning Zhang, Shaohua Wang, Haojian Liang, Zhuonan Huang, Xiao Li, Zhenbo Wang
2025 J jnl
Multi-Size Facility Allocation Under Competition: A Model with Competitive Decay and Reinforcement Learning-Enhanced Genetic Algorithm.
ISPRS Int. J. Geo Inf.
Zixuan Zhao, Shaohua Wang, Cheng Su, Haojian Liang
2025 — conf
Spatial Optimization of Fire Stations in Beijing Based on Multi-factor Fire Risk Analysis and Covering Problem Model.
SpatialDI
Chang Liu, Shaohua Wang, Cheng Su, Xiao Li, Yang Zhong, Junyuan Zhou, Dachuan Xu, Haojian Liang, Jiayi Zheng
2025 J jnl
Spatiotemporal crime prediction and fairness-constrained spatial optimization with deep reinforcement learning for patrol region design.
Int. J. Appl. Earth Obs. Geoinformation
Xiaojian Liang, Liang Zhou, Shaohua Wang, Xin Zhao, Jinpeng Xue, Qi Ding, Yongyi Pan
2024 J jnl
A Single Data Extraction Algorithm for Oblique Photographic Data Based on the U-Net.
Remote. Sens.
Shaohua Wang, Xiao Li, Liming Lin, Hao Lu, Ying Jiang, Ning Zhang, Wenda Wang, Jianwei Yue, Ziqiong Li
2024 J jnl
An Evaluative Baseline for Sentence-Level Semantic Division.
Mach. Learn. Knowl. Extr.
Kuangsheng Cai, Zugang Chen, Hengliang Guo, Shaohua Wang, Guoqing Li, Jing Li, Feng Chen, Hang Feng
2024 J jnl
BiGNN: Bipartite graph neural network with attention mechanism for solving multiple traveling salesman problems in urban logistics.
Int. J. Appl. Earth Obs. Geoinformation
Haojian Liang, Shaohua Wang, Huilai Li, Liang Zhou, Xueyan Zhang, Shaowen Wang
2024 J jnl
Construction of Earth Observation Knowledge Hub Based on Knowledge Graph.
Trans. GIS
Kuangsheng Cai, Zugang Chen, Jin Li, Shaohua Wang, Guoqing Li, Jing Li, Hengliang Guo, Feng Chen, Liping Zhu
2024 — conf
Convenience Stores Geospatial Location Optimization Analytics Using Deep Reinforcement Learning.
GeoIndstry@SIGSPATIAL
Shaohua Wang, Dachuan Xu, Junyuan Zhou, Cheng Su, Xiao Li, Xiaojian Liang, Chunxiang Cao, Chang Liu, Yang Zhong
2024 J jnl
Deephullnet: a deep learning approach for solving the convex hull and concave hull problems with transformer.
Int. J. Digit. Earth
Haojian Liang, Shaohua Wang, Song Gao, Huilai Li, Cheng Su, Hao Lu, Xueyan Zhang, Xi Chen, Yinan Chen
2024 J jnl
Dominant Tree Species Mapping Using Machine Learning Based on Multi-Temporal and Multi-Source Data.
Remote. Sens.
Heyi Guo, Sornkitja Boonprong, Shaohua Wang, Zhidong Zhang, Wei Liang, Min Xu, Xinwei Yang, Kaimin Wang, Jingbo Li, Xiaotong Gao, Yujie Yang, Ruichen Hu, Yu Zhang, Chunxiang Cao
2024 J jnl
Dynamic Visual Landscape Assessment of Disused Railway in Complex Terrain: A Study of Jingmen Railway.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yueyi Wang, Shaohua Wang, Xin Wang, Xiaoyu Huang, Xiao Li, Xueyan Zhang, Ziqiong Li
2024 — conf
Geospatial Optimization Analytics for Bubble Tea Shops Location Service.
GeoIndstry@SIGSPATIAL
Jiayi Zheng, Shaohua Wang, Haojian Liang, Chunxiang Cao, Junyuan Zhou, Xiao Li, Min Xu, Xinwei Yang, Jiahui Ji
2024 J jnl
Identification and Analysis of Ecological Corridors in the Central Urban Area of Xuchang Based on Multi-Source Geospatial Data.
ISPRS Int. J. Geo Inf.
Wenyu Wei, Shaohua Wang, Xiao Li, Junyuan Zhou, Yang Zhong, Pengze Li, Zhidong Zhang
2024 J jnl
Optimization of Shared Electric Scooter Deployment Stations Based on Distance Tolerance.
ISPRS Int. J. Geo Inf.
Jianwei Yue, Yingqiu Long, Shaohua Wang, Haojian Liang
2024 — conf
Optimization of Site Selection for Free-Floating Shared Electric Vehicles Based on Deep Reinforcement Learning.
UrbanAI@SIGSPATIAL
Shaohua Wang, Xiaojian Liang, Liang Zhou, Xiao Li, Yongyi Pan, Yin Cheng, Chunxiang Cao, Cheng Su, Jiayi Zheng
2024 J jnl
ReCovNet: Reinforcement learning with covering information for solving maximal coverage billboards location problem.
Int. J. Appl. Earth Obs. Geoinformation
Yang Zhong, Shaohua Wang, Haojian Liang, Zhenbo Wang, Xueyan Zhang, Xi Chen, Cheng Su
2024 — conf
Spatial Heterogeneity and Influencing Factors of Music Training Institutions in Beijing-Tianjin-Hebei Urban Agglomeration.
LocalRec@SIGSPATIAL
Wenwen Liu, Jun Zhao, Shaohua Wang, Chang Liu, Xiaojian Liang, Xiangwen Cui, Chunxiang Cao, Jianning Yang, Nanmu Su
2024 J jnl
Spatial-Temporal Evolution Characteristics Analysis of Color Steel Buildings in Lanzhou City.
ISPRS Int. J. Geo Inf.
Wenda Wang, Xiao Li, Ting Wang, Shaohua Wang, Runqiao Wang, Dachuan Xu, Junyuan Zhou
2024 J jnl
Sponet: solve spatial optimization problem using deep reinforcement learning for urban spatial decision analysis.
Int. J. Digit. Earth
Haojian Liang, Shaohua Wang, Huilai Li, Liang Zhou, Hechang Chen, Xueyan Zhang, Xu Chen
2024 J jnl
The Cost of Urban Renewal: Annual Construction Waste Estimation via Multi-Scale Target Information Extraction and Attention-Enhanced Networks in Changping District, Beijing.
Remote. Sens.
Lei Huang, Shaofu Lin, Xiliang Liu, Shaohua Wang, Guihong Chen, Qiang Mei, Zhe Fu
2023 — conf
A New Approach for Solving Location Routing Problems with Deep Reinforcement Learning of Emergency Medical Facility.
EM-GIS
Shaohua Wang, Junyuan Zhou, Haojian Liang, Zhenbo Wang, Cheng Su, Xiao Li
2023 J jnl
An attention model with multiple decoders for solving p-Center problems.
Int. J. Appl. Earth Obs. Geoinformation
Xu Chen, Shaohua Wang, Huilai Li, Haojian Liang, Ziqiong Li, Hao Lu
2023 — conf
Analysis of the Distribution Characteristics and Influencing Factors of Advertising Billboards in Wuhan.
LocalRec@SIGSPATIAL
Shaohua Wang, Cheng Su, Junyuan Zhou, Xiao Li, Dachuan Xu, Wenyu Wei
2023 J jnl
GPF-Net: Graph-Polarized Fusion Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qixing Yu, Weibo Wei, Zhenkuan Pan, Jingfei He, Shaohua Wang, Danfeng Hong
2023 J jnl
MS-AGAN: Road Extraction via Multi-Scale Information Fusion and Asymmetric Generative Adversarial Networks from High-Resolution Remote Sensing Images under Complex Backgrounds.
Remote. Sens.
Shaofu Lin, Xin Yao, Xiliang Liu, Shaohua Wang, Hua-Min Chen, Lei Ding, Jing Zhang, Guihong Chen, Qiang Mei
2023 — conf
Optimization of shared bicycle location in Wuhan city based on multi-source geospatial big data.
GeoIndstry@SIGSPATIAL
Shaohua Wang, Runqiao Wang, Cheng Su, Liang Zhou, Wenda Wang, Haojian Liang
2023 — conf
Spatial Optimization Site Selection of Beijing Cainiao Station Based on Multi-Source Geospatial Data.
GeoSocial@SIGSPATIAL
Shaohua Wang, Zezhi Zhang, Cheng Su, Liang Zhou, Haojian Liang, Wenda Wang
2023 J jnl
Spatiotemporal Analytics of Environmental Sounds and Influencing Factors Based on Urban Sensor Network Data.
ISPRS Int. J. Geo Inf.
Yanjie Zhao, Jin Cheng, Shaohua Wang, Lei Qin, Xueyan Zhang
2022 J jnl
A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Muhammad Ahmad, Usman Ghous, Danfeng Hong, Adil Mehmood Khan, Jing Yao, Shaohua Wang, Jocelyn Chanussot
2022 J jnl
A Spatial-Temporal Causal Convolution Network Framework for Accurate and Fine-Grained PM2.5 Concentration Prediction.
Entropy
Shaofu Lin, Junjie Zhao, Jianqiang Li, Xiliang Liu, Yumin Zhang, Shaohua Wang, Qiang Mei, Zhuodong Chen, Yuyao Gao
2022 J jnl
A Trade-Off Algorithm for Solving p-Center Problems with a Graph Convolutional Network.
ISPRS Int. J. Geo Inf.
Haojian Liang, Shaohua Wang, Huilai Li, Huichun Ye, Yang Zhong
2022 J jnl
Accurate Identification of Pine Wood Nematode Disease with a Deep Convolution Neural Network.
Remote. Sens.
Jixia Huang, Xiao Lu, Liyuan Chen, Hong Sun, Shaohua Wang, Guofei Fang
2022 J jnl
Accurate Recognition of Building Rooftops and Assessment of Long-Term Carbon Emission Reduction from Rooftop Solar Photovoltaic Systems Fusing GF-2 and Multi-Source Data.
Remote. Sens.
Shaofu Lin, Chang Zhang, Lei Ding, Jing Zhang, Xiliang Liu, Guihong Chen, Shaohua Wang, Jinchuan Chai
2022 J jnl
An integrated cyberGIS and machine learning framework for fine-scale prediction of Urban Heat Island using satellite remote sensing and urban sensor network data.
Urban Inform.
Fangzheng Lyu, Shaohua Wang, Su Yeon Han, Charlie Catlett, Shaowen Wang
2022 J jnl
Modeling Nutrition Quality and Storage of Forage Using Climate Data and Normalized-Difference Vegetation Index in Alpine Grasslands.
Remote. Sens.
Fusong Han, Gang Fu, Chengqun Yu, Shaohua Wang
2022 J jnl
Ndist2vec: Node with Landmark and New Distance to Vector Method for Predicting Shortest Path Distance along Road Networks.
ISPRS Int. J. Geo Inf.
Xu Chen, Shaohua Wang, Huilai Li, Fangzheng Lyu, Haojian Liang, Xueyan Zhang, Yang Zhong
2022 J jnl
Polyad inconsistency measure for pairwise comparisons matrices: max-plus algebraic approach.
Oper. Res.
Hiroyuki Goto, Shaohua Wang
2022 J jnl
Quantifying Spatiotemporal Heterogeneities in PM2.5-Related Health and Associated Determinants Using Geospatial Big Data: A Case Study in Beijing.
Remote. Sens.
Yanrong Zhu, Juan Wang, Bin Meng, Huimin Ji, Shaohua Wang, Guoqing Zhi, Jian Liu, Changsheng Shi
2022 J jnl
Satellite Remote Sensing Identification of Discolored Standing Trees for Pine Wilt Disease Based on Semi-Supervised Deep Learning.
Remote. Sens.
Jiahao Wang, Junhao Zhao, Hong Sun, Xiao Lu, Jixia Huang, Shaohua Wang, Guofei Fang
2022 J jnl
Spatial Distribution of Urban Parks' Effect on Air Pollution-Related Health and the Associated Factors in Beijing City.
ISPRS Int. J. Geo Inf.
Huimin Ji, Juan Wang, Yanrong Zhu, Changsheng Shi, Shaohua Wang, Guoqing Zhi, Bin Meng
2022 J jnl
Using a Remote-Sensing-Based Piecewise Retrieval Algorithm to Map Chlorophyll-a Concentration in a Highland River System.
Remote. Sens.
Yuanxu Ma, Dongqi Sun, Weihua Liu, Yongfa You, Siyuan Wang, Zhongchang Sun, Shaohua Wang
2021 J jnl
A vector-based method for drainage network analysis based on LiDAR data.
Comput. Geosci.
Fangzheng Lyu, Zewei Xu, Xinlin Ma, Shaohua Wang, Zhiyu Li, Shaowen Wang
2021 J jnl
An Efficient, Platform-Independent Map Rendering Framework for Mobile Augmented Reality.
ISPRS Int. J. Geo Inf.
Kejia Huang, Chenliang Wang, Shaohua Wang, Runying Liu, Guoxiong Chen, Xianglong Li
2020 J jnl
A Multi-factor Spatial Optimization Approach for Emergency Medical Facilities in Beijing.
ISPRS Int. J. Geo Inf.
Liang Zhou, Shaohua Wang, Zhibang Xu
2020 J jnl
CostNet: A Concise Overpass Spatiotemporal Network for Predictive Learning.
ISPRS Int. J. Geo Inf.
Fengzhen Sun, Shaojie Li, Shaohua Wang, Qingjun Liu, Lixin Zhou
2019 J jnl
A High-performance Cross-platform Map Rendering Engine for Mobile Geographic Information System (GIS).
ISPRS Int. J. Geo Inf.
Shaojie Li, Shaohua Wang, Yong Guan, Zhiyan Xie, Kejia Huang, Ming Wen, Lixin Zhou
2019 J jnl
A Hybrid Framework for High-Performance Modeling of Three-Dimensional Pipe Networks.
ISPRS Int. J. Geo Inf.
Shaohua Wang, Yeran Sun, Yinle Sun, Yong Guan, Zhen-Hua Feng, Hao Lu, Wenwen Cai, Liang Long
2019 J jnl
An integrated GIS platform architecture for spatiotemporal big data.
Future Gener. Comput. Syst.
Shaohua Wang, Yang Zhong, Erqi Wang
2018 J jnl
A context-based geoprocessing framework for optimizing meetup location of multiple moving objects along road networks.
CoRR
Shaohua Wang, Song Gao, Xin Feng, Alan T. Murray, Yuan Zeng
2018 J jnl
A context-based geoprocessing framework for optimizing meetup location of multiple moving objects along road networks.
Int. J. Geogr. Inf. Sci.
Shaohua Wang, Song Gao, Xin Feng, Alan T. Murray, Yuan Zeng
2017 — conf
Geospatial Big Data Analytics Engine for Spark.
BigSpatial@SIGSPATIAL
Shaohua Wang, Yang Zhong, Hao Lu, Erqi Wang, Weiying Yun, Wenwen Cai
2016 J jnl
A Novel Dynamic Physical Storage Model for Vehicle Navigation Maps.
ISPRS Int. J. Geo Inf.
Shaohua Wang, Ershun Zhong, Kai Li, Guanfu Song, Wenwen Cai
2015 — conf
An effective algorithm for lines and polygons overlay analysis using uniform spatial grid indexing.
ICSDM
Shaohua Wang, Ershun Zhong, Hao Lu, Hui Guo, Liang Long
2010 — conf
A progressive transmission of spatial data method for 2D/3D integrated GIS.
Geoinformatics
Junlai Cheng, Guanfu Song, Xiaohu Zhang, Feixiong Luo, Shaohua Wang