Zhiruo Zhao, Tinghua Ai, Xiang Ding, Hao Wu (2026). Building Community Discovery by Integrating Spatial-Cognitive Knowledge with Graph Representation Learning. ISPRS International Journal of Geo-Information.DOI
Bo Kong, Lingrui Yan, Hongran Ma, Hao Wu, Zhenyu Zhang, Xinyan Zou, Tinghua Ai (2026). A two-stage generative adversarial network approach for inpainting incomplete topographic contour lines. Geocarto International.DOI
Junbo Yu, 潘光磊, Yu Feng, Yi Xiao, Aji Gao, Li Liu, Huafei Yu, Tinghua Ai, Dong Ren (2026). A visual transformer and multi-task learning framework for building generalisation from raster maps. International Journal of Digital Earth.DOI
Fenzhen Su, Yinxia Cao, Xin Li, Haoyu Wang, Rong Fan, Shuyuan Huang, Wenxing He, Ziying Chen, Peng Zhang, Liang Zhao, Tinghua Ai, Gang Huang, Haosu Tang, Xiaofeng Li, Zimeng Zhao, Changming Dong, Zhenhong Li, Libo Wang, Junjie Wang, Chengyuan Ju (2026). Foundation models in Earth system science: Advances, challenges, and future paths. The Innovation Reviews.DOI
Bo Kong, Tinghua Ai, Ziyu Dai, Xinyu Liao, Lingrui Yan, Tianyuan Xiao, Min Ji Yang, Huafei Yu (2026). Tokenization and representation learning of contour data using bidirectional encoder representations from transformers (BERT). International Journal of Geographical Information Systems.DOI
Huafei Yu, Min Yang, Xiang Lv, Tinghua Ai, Jingzhong Li (2026). Integrating XGBoost and SHAP to uncover feature contributions for river network selection across different patterns. International Journal of Applied Earth Observation and Geoinformation.DOI
Pengxin Zhang, Min Yang, Taiyang Yang, Bo Kong, Huafei Yu, Tinghua Ai (2025). Using knowledge graph embeddings and meta-path transformers for geographic context-aware predictions of building functions. International Journal Of Geographical Information Science.DOI
Quan Qin, Tinghua Ai, Weiming Huang, Shishuo Xu, Mingyi Du, Songnian Li (2025). Urban region representation learning via dual spatial contrasts. International Journal Of Geographical Information Science.DOI
Ziqin Shao, Pengcheng Liu, Tinghua Ai, Hao Han (2025). Drainage Pattern Recognition Combined With Second-Order Co-Occurrence Matrices and Global Features in CNN Networks. Transactions In Gis, Vol. 290, No. 7.DOI
Bo Kong, Tinghua Ai, Min Yang, Hao Wu, Xiongfeng Yan, Yongquan Wang, Huafei Yu (2025). Integrating morphological knowledge of contour data and graph neural network for landform type recognition. International Journal Of Geographical Information Science, Vol. 390, No. 7.DOI
Huafei Yu, Tinghua Ai, Min Yang, Rachid Oucheikh, Bo Kong, Hao Wu, Zhenyu Zhang, Lars Harrie (2025). A SegNet-Based Approach for Road Label Placement Integrating Geometric and Textual Information. Transactions In Gis, Vol. 290, No. 4.DOI
Quan Qin, Tinghua Ai, Shishuo Xu, Yan Zhang, Weiming Huang, Mingyi Du, Song-Nian Li (2025). Learning dual context aware POI representations for geographic mapping. International Journal of Applied Earth Observation and Geoinformation.DOI
Tianyuan Xiao, Tinghua Ai, Dirk Burghardt, Pengcheng Liu (2025). Map Generalization Method Supported by Graph Convolutional Networks. AGILE GIScience Series.DOI
Chongya Gong, Tinghua Ai, Tianyuan Xiao, Huafei Yu, Pengcheng Liu (2025). A Selection Method of Massive Point Cluster Using the Delaunay Triangulation to Support Real-Time Visualization. ISPRS International Journal of Geo-Information.DOI
Chongya Gong, Tinghua Ai, Shiyu Chen, Tianyuan Xiao, Huafei Yu (2025). A Multi-Scale Hybrid Scene Geometric Similarity Measurement Method Using Heterogeneous Graph Neural Network. ISPRS International Journal of Geo-Information.DOI
Zhe Shuai Zhou, Hao Wu, Zhenyu Zhang, Bo Kong, Min Yang, Tinghua Ai, Huafei Yu (2025). PNTM-CNN: an approach for saddle-point extraction integrating positive–negative terrain method and multiscale fusion CNN model. International Journal of Digital Earth.DOI
Xiongfeng Yan, Min Ji Yang, Tinghua Ai (2025). Deep learning in automatic map generalization: achievements and challenges. Geo-spatial Information Science.DOI
Lingrui Yan, Tinghua Ai, Aji Gao (2024). Integrating terrain structure characteristics into generative adversarial nets for hillshade generation. International Journal Of Geographical Information Science, Vol. 380, No. 12.DOI
Mengjie Zhou, Mengjie Yang, Tinghua Ai, Jiannan Cai, Zhe Chen (2024). Rethinking the null hypothesis in significant colocation pattern mining of spatial flows. Journal Of Geographical Systems, Vol. 260, No. 30.DOI
Bo Kong, Tinghua Ai, Xinyan Zou, Xiongfeng Yan, Min Yang (2024). A graph-based neural network approach to integrate multi-source data for urban building function classification. Computers Environment And Urban Systems, Vol. 110.DOI
Tianyuan Xiao, Tinghua Ai, Huafei Yu, Min Yang, Pengcheng Liu (2024). A point selection method in map generalization using graph convolutional network model. Cartography And Geographic Information Science, Vol. 510, No. 10.DOI
Lars Harrie, Guillaume Touya, Rachid Oucheikh, Tinghua Ai, Azelle Courtial, Kai-Florian Richter (2024). Machine learning in cartography. Cartography And Geographic Information Science, Vol. 510, No. 10.DOI
Jinghan Wang, Guangyue Li, Tinghua Ai (2024). Revealing association rules within intricate ecosystems: A spatial co-location mining method based on Geo-Eco knowledge graph. International Journal of Applied Earth Observation and Geoinformation.DOI
Hao Wu, Huafei Yu, Tinghua Ai (2024). Topographic analysis supported by a knowledge graph: A case of ridge landscape recognition. The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences.DOI
Aji Gao, Tinghua Ai, Huafei Yu, Tianyuan Xiao, Yuejun Chen, Jingzhong Li, Haosheng Huang (2024). A vector-based coastline shape classification approach using sequential deep learning model. International Journal of Applied Earth Observation and Geoinformation.DOI
Tianyuan Xiao, Tinghua Ai, Dirk Burghardt, Pengcheng Liu, Min Ji Yang, Aji Gao, Bo Kong, Huafei Yu (2024). A road generalization method using graph convolutional network based on mesh-line structure unit. Geocarto International.DOI
Min Ji Yang, Renwei Zou, Tinghua Ai, Xiongfeng Yan (2024). Regularizing building outlines extracted from remote sensing images by integrating multiple algorithms. Geocarto International.DOI
Jinghan Wang, Tinghua Ai, Hao Wu, Haijiang Xu, Tianyuan Xiao, Guangyue Li (2024). Graph-based spatial co-location pattern mining: integrate geospatial analysis and logical reasoning. International Journal of Digital Earth.DOI
Huafei Yu, Tinghua Ai, Min Yang, Jingzhong Li, Lu Wang, Aji Gao, Tianyuan Xiao, Zhe Zhou (2023). Integrating domain knowledge and graph convolutional neural networks to support river network selection. Transactions In Gis, Vol. 270, No. 7.DOI
Yilang Shen, Rong Zhao, Tinghua Ai, Fengfeng Han, Su Ding (2023). A raster-based method for the hierarchical selection of river networks based on stream characteristics. International Journal Of Geographical Information Science, Vol. 370, No. 10.DOI
Lu Wang, Tinghua Ai, Dirk Burghardt, Yilang Shen, Min Yang (2023). A hexagon-based method for polygon generalization using morphological operators. International Journal Of Geographical Information Science, Vol. 370, No. 1.DOI
Huafei Yu, Tinghua Ai, Min Yang, Lina Huang, Aji Gao (2023). Automatic segmentation of parallel drainage patterns supported by a graph convolution neural network. Expert Systems With Applications, Vol. 211.DOI
Junbo Yu, Tinghua Ai, Haijiang Xu, Lingrui Yan, Yilang Shen (2023). Inconsistency Detection in Cross-Layer Tile Maps with Super-Pixel Segmentation. ISPRS International Journal of Geo-Information.DOI
Min Ji Yang, Minjun Cao, Lingya Cheng, Huiping Jiang, Tinghua Ai, Xiongfeng Yan (2023). Classification of urban interchange patterns using a model combining shape context descriptor and graph convolutional neural network. Geo-spatial Information Science.DOI
Haijiang Xu, Tinghua Ai, Guo Qingsheng, Yi Xiao (2023). From Maps to Geospatial Knowledge Graph: Geospatial Knowledge Representation and Reasoning. Abstracts of the ICA.DOI
Tianyuan Xiao, Tinghua Ai, Huafei Yu, Min Ji Yang, Pengcheng Liu (2023). A Point Cluster Generalization Method based on Graph Convolutional Network. Abstracts of the ICA.DOI
Junbo Yu, Tinghua Ai, Yi Xiao, Lingrui Yan (2023). A Super-pixel Scaling Approach to Detect Inconsistency of Cross-layer Tile Maps. Abstracts of the ICA.DOI
Huafei Yu, Tinghua Ai, Min Ji Yang, Weiming Huang, Lars Harrie (2023). A graph autoencoder network to measure the geometric similarity of drainage networks in scaling transformation. International Journal of Digital Earth.DOI
Rui Xin, Tinghua Ai, Linfang Ding, Ruoxin Zhu, Liqiu Meng (2022). Impact of the COVID-19 pandemic on urban human mobility-A multiscale geospatial network analysis using New York bike-sharing data. Cities, Vol. 1260.DOI
Min Yang, Chenjun Jiang, Xiongfeng Yan, Tinghua Ai, Minjun Cao, Wenyuan Chen (2022). Detecting interchanges in road networks using a graph convolutional network approach. International Journal Of Geographical Information Science, Vol. 360, No. 6.DOI
Wenhao Yu, Yifan Zhang, Zhanlong Chen, Tinghua Ai (2022). Sparse reconstruction with spatial structures to automatically determine neighbors. International Journal Of Geographical Information Science, Vol. 360, No. 2.DOI
Min Yang, Tuo Yuan, Xiongfeng Yan, Tinghua Ai, Chenjun Jiang (2022). A hybrid approach to building simplification with an evaluator from a backpropagation neural network. International Journal Of Geographical Information Science, Vol. 360, No. 2.DOI
Tinghua Ai (2022). Some thoughts on deep learning empowering cartography. Journal of Geography and Cartography.DOI
Fanghong Ye, Tinghua Ai, Jiaming Wang, Yuan Yao, Zheng Zhou (2022). A Method for Classifying Complex Features in Urban Areas Using Video Satellite Remote Sensing Data. Remote Sensing.DOI
Zongshun Tian, Wei Yang, Tong Zhang, Tinghua Ai, Yang Wang (2022). Characterizing the activity patterns of outdoor jogging using massive multi-aspect trajectory data. Computers Environment and Urban Systems.DOI
Huafei Yu, Tinghua Ai, Min Ji Yang, Lina Huang, Jiaming Yuan (2022). A recognition method for drainage patterns using a graph convolutional network. International Journal of Applied Earth Observation and Geoinformation.DOI
Yingzhe Lei, Tinghua Ai, Xiang Zhang, Jingzhong Li (2021). A parallel annotation placement method for dense point of interest labels using hexagonal grid. Cartography And Geographic Information Science, Vol. 480, No. 20.DOI
Xiongfeng Yan, Tinghua Ai, Min Yang, Xiaohua Tong (2021). Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps. International Journal Of Geographical Information Science, Vol. 350, No. 3.DOI
Wenhao Yu, Yifan Zhang, Tinghua Ai, Zhanlong Chen (2021). An integrated method for DEM simplification with terrain structural features and smooth morphology preserved. International Journal Of Geographical Information Science, Vol. 350, No. 2.DOI
Rui Xin, Tinghua Ai, Ruoxin Zhu, Bo Ai, Min Ji Yang, Liqiu Meng (2021). A Multi-Scale Virtual Terrain for Hierarchically Structured Non-Location Data. ISPRS International Journal of Geo-Information.DOI
Jingzhong Li, Yilang Shen, Aji Gao, Kai Chen, Yong Zhang, Tinghua Ai (2021). A heuristic DEM generalization by combining catchments. Geocarto International.DOI
Yilang Shen, Tinghua Ai, Zhao Rong (2021). Raster-based method for building selection in the multi-scale representation of two-dimensional maps. Geocarto International.DOI
Yilang Shen, Tinghua Ai, Hao Chen, Jingzhong Li (2021). Multilevel Mapping From Remote Sensing Images: A Case Study of Urban Buildings. IEEE Transactions on Geoscience and Remote Sensing.DOI
Pengcheng Liu, Tianyuan Xiao, Jia Xiao, Tinghua Ai (2020). A multi-scale representation model of polyline based on head/tail breaks. International Journal Of Geographical Information Science, Vol. 340, No. 11.DOI
Rong Zhao, Tinghua Ai, Wenhao Yu, Yakun He, Yilang Shen (2020). Recognition of building group patterns using graph convolutional network. Cartography And Geographic Information Science, Vol. 470, No. 50.DOI
Lu Wang, Tinghua Ai, Yilang Shen, Jingzhong Li (2020). The isotropic organization of DEM structure and extraction of valley lines using hexagonal grid. Transactions In Gis, Vol. 240, No. 2.DOI
Wenhao Yu, Yifan Zhang, Tinghua Ai, Qingfeng Guan, Zhanlong Chen, Haixia Li (2020). Road network generalization considering traffic flow patterns. International Journal Of Geographical Information Science, Vol. 340, No. 1.DOI
Zhao Rong, Tinghua Ai, Chen Wen (2020). A Method for Generating Variable-Scale Maps for Small Displays. ISPRS International Journal of Geo-Information.DOI
Yi Xiao, Tinghua Ai, Min Ji Yang, Xiang Zhang (2020). A Multi-Scale Representation of Point-of-Interest (POI) Features in Indoor Map Visualization. ISPRS International Journal of Geo-Information.DOI
Xiongfeng Yan, Tinghua Ai, Min Ji Yang, Xiaohua Tong, Qian Liu (2020). A graph deep learning approach for urban building grouping. Geocarto International.DOI
Wende Li, Tinghua Ai, Yilang Shen, Wei Yang, Weilin Wang (2020). A Novel Method for Building Displacement Based on Multipopulation Genetic Algorithm. Applied Sciences.DOI
Yilang Shen, Tinghua Ai, Jingzhong Li, Lu Wang, Wende Li (2020). A tile-map-based method for the typification of artificial polygonal water areas considering the legibility. Computers & Geosciences.DOI
Yilang Shen, Tinghua Ai (2020). A Raster-Based Methodology to Detect Cross-Scale Changes in Water Body Representations Caused by Map Generalization. Sensors.DOI
Mengjie Zhou, Wenqing Hu, Tinghua Ai (2020). Multi-level thematic map visualization using the Treemap hierarchical representation model. Journal of Geovisualization and Spatial Analysis.DOI
Yilang Shen, Tinghua Ai, Jingzhong Li, Lina Huang, Wende Li (2020). A progressive method for the collapse of river representation considering geographical characteristics. International Journal of Digital Earth.DOI
Mengjie Zhou, Tinghua Ai, Zhou Guo-hua, Wenqing Hu (2020). A Visualization Method for Mining Colocation Patterns Constrained by a Road Network. IEEE Access.DOI
Rui Xin, Tinghua Ai, Bo Ai (2019). Encoding and compressing hexagonal raster data by the Gosper curve. Transactions In Gis.DOI
Yilang Shen, Tinghua Ai, Wende Li, Min Yang, Yu Feng (2019). A polygon aggregation method with global feature preservation using superpixel segmentation. Computers Environment And Urban Systems, Vol. 75.DOI
Mengjie Zhou, Tinghua Ai, Chao Wu, Yuli Gu, Na Wang (2019). A visualization approach for discovering colocation patterns. International Journal Of Geographical Information Science, Vol. 330, No. 3.DOI
Xiaodong Zhou, Tinghua Ai, Nina Meng, Peng Xie (2019). A PDF Tile Model for Geographic Map Data. ISPRS International Journal of Geo-Information.DOI
Xiongfeng Yan, Tinghua Ai, Min Ji Yang, Hongmei Yin (2019). A graph convolutional neural network for classification of building patterns using spatial vector data. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
Tinghua Ai, Hongmei Yin, Yilang Shen, Min Ji Yang, Lu Wang (2019). A formal model of neighborhood representation and applications in urban building aggregation supported by Delaunay triangulation. PLoS ONE.DOI
Tinghua Ai, Yingzhe Lei (2019). Point Label Placement on Hexagonal Map Grids. Abstracts of the ICA.DOI
Yi Xiao, Tinghua Ai, Mengying Jiang, Chen Weng, Miqi Wang (2019). A Self-Adaptive Method of Multi-scale POI Visualization in Indoor Map. Abstracts of the ICA.DOI
Rui Xin, Tinghua Ai (2019). Run length coding and efficient compression of hexagonal raster data based on Gosper curve. Abstracts of the ICA.DOI
Lu Wang, Tinghua Ai (2019). The valley extraction based on the hexagonal grid-based DEM. DOAJ (DOAJ: Directory of Open Access Journals).DOI
Yilang Shen, Tinghua Ai, Chengming Li (2019). A simplification of urban buildings to preserve geometric properties using superpixel segmentation. International Journal of Applied Earth Observation and Geoinformation.DOI
Yilang Shen, Tinghua Ai, Min Ji Yang (2019). Extracting Centerlines From Dual-Line Roads Using Superpixel Segmentation. IEEE Access.DOI
Tinghua Ai, Rui Xin, Xiongfeng Yan, Min Ji Yang, Bo Ai (2019). Shape Decision-Making in Map-Like Visualization Design Using the Simulated Annealing Algorithm. IEEE Access.DOI
Min Yang, Tinghua Ai, Xiongfeng Yan, Yuanyuan Chen, Xiang Zhang (2018). A map-algebra-based method for automatic change detection and spatial data updating across multiple scales. Transactions In Gis, Vol. 220, No. 2.DOI
Yilang Shen, Tinghua Ai, Lu Wang, Jing Zhou (2018). A new approach to simplifying polygonal and linear features using superpixel segmentation. International Journal Of Geographical Information Science, Vol. 320, No. 10.DOI
Xiaodong Zhou, Zhe Chen, Xiang Zhang, Tinghua Ai (2018). Change Detection for Building Footprints with Different Levels of Detail Using Combined Shape and Pattern Analysis. ISPRS International Journal of Geo-Information.DOI
Rui Xin, Tinghua Ai, Bo Ai (2018). Metaphor Representation and Analysis of Non-Spatial Data in Map-Like Visualizations. ISPRS International Journal of Geo-Information.DOI
Wei Yang, Tinghua Ai (2018). POI Information Enhancement Using Crowdsourcing Vehicle Trace Data and Social Media Data: A Case Study of Gas Station. ISPRS International Journal of Geo-Information.DOI
Yilang Shen, Tinghua Ai, Yakun He (2018). A New Approach to Line Simplification Based on Image Processing: A Case Study of Water Area Boundaries. ISPRS International Journal of Geo-Information.DOI
W. Wang, Tinghua Ai, C. Gong (2018). INDOOR ROUTE PLANNING UNDER HEXAGON NETWORK CONSIDERING MULTI-CONSTRAINS. The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences.DOI
Xiang Zhang, Weijun Yin, Shouqian Huang, Jianwei Yu, Zhongheng Wu, Tinghua Ai (2018). On the rules of continuity and symmetry for the data quality of street networks. PLoS ONE.DOI
Xiang Zhang, Weijun Yin, Min Ji Yang, Tinghua Ai, Jantien Stoter (2018). Updating authoritative spatial data from timely sources: A multiple representation approach. International Journal of Applied Earth Observation and Geoinformation.DOI
Wei Ping Lu, Wei Yang, Tinghua Ai (2018). Evaluating Non-Motorized Transport Popularity of Urban Roads by Sports GPS Tracks. International Conference on Geoinformatics.DOI
Wei Yang, Wei Lu, Tinghua Ai, Tong Zhang (2018). Cycle Periodic Behavior Detection and Sports Place Extraction Using Crowdsourced Running Trace Data. International Conference on Geoinformatics.DOI
Wei Yang, Tinghua Ai, Wei Lu (2018). A Method for Extracting Road Boundary Information from Crowdsourcing Vehicle GPS Trajectories. Sensors.DOI
Wenhao Yu, Tinghua Ai, Jingzhong Li, Min Yang, Yun Shuai (2018). Potential Change of Spatial Accessibility to Health Services With the Opening of Private Streets in Shenzhen, China. IEEE Access.DOI
Lu, Wei, Tinghua Ai (2018). Center Point of Simple Area Feature Based on Triangulation Skeleton Graph (Short Paper). DROPS (Schloss Dagstuhl – Leibniz Center for Informatics).DOI
Wenhao Yu, Tinghua Ai, Pengcheng Liu, Xiaoqiang Cheng (2017). The analysis and measurement of building patterns using texton co-occurrence matrices. International Journal Of Geographical Information Science, Vol. 310, No. 6.DOI
Wenhao Yu, Tinghua Ai, Yakun He, Shiwei Shao (2017). Spatial co-location pattern mining of facility points-of-interest improved by network neighborhood and distance decay effects. International Journal Of Geographical Information Science, Vol. 310, No. 2.DOI
Tinghua Ai, Shu Ke, Min Yang, Jingzhong Li (2017). Envelope generation and simplification of polylines using Delaunay triangulation. International Journal Of Geographical Information Science, Vol. 310, No. 2.DOI
Yakun He, Tinghua Ai, Wenhao Yu, Xiang Zhang (2017). A linear tessellation model to identify spatial pattern in urban street networks. International Journal Of Geographical Information Science, Vol. 310, No. 8.DOI
Xiongfeng Yan, Tinghua Ai, Xiang Zhang (2017). Template Matching and Simplification Method for Building Features Based on Shape Cognition. ISPRS International Journal of Geo-Information.DOI
Jingzhong Li, Tinghua Ai, Pengcheng Liu, Min Yang (2017). Continuous Scale Transformations of Linear Features Using Simulated Annealing-Based Morphing. ISPRS International Journal of Geo-Information.DOI
Yilang Shen, Tinghua Ai (2017). A Hierarchical Approach for Measuring the Consistency of Water Areas between Multiple Representations of Tile Maps with Different Scales. ISPRS International Journal of Geo-Information.DOI
Lina Huang, Tinghua Ai, Peter Van Oosterom, Xiongfeng Yan, Min Yang (2017). A Matrix-Based Structure for Vario-Scale Vector Representation over a Wide Range of Map Scales: The Case of River Network Data. ISPRS International Journal of Geo-Information.DOI
XIN Rui, Tinghua Ai, Yakun He (2017). Visualisation and Analysis of Non-spatial Hierarchical Data of Gosper Map. DOAJ (DOAJ: Directory of Open Access Journals).DOI
Wei Lu, Tinghua Ai, Xiang Zhang, Yakun He (2017). An Interactive Web Mapping Visualization of Urban Air Quality Monitoring Data of China. Atmosphere.DOI
Tinghua Ai, Mengjie Zhou, LI Xiaoming (2017). Mining Co-location Pattern of Network Spatial Phenomenon Based on the Law of Additive Color Mixing. DOAJ (DOAJ: Directory of Open Access Journals).DOI
YANG Wei, Tinghua Ai (2017). The Extraction of Road Boundary from Crowdsourcing Trajectory Using Constrained Delaunay Triangulation. DOAJ (DOAJ: Directory of Open Access Journals).DOI
Pengcheng Liu, Xingong Li, Weibo Liu, Tinghua Ai (2016). Fourier-based multi-scale representation and progressive transmission of cartographic curves on the internet. Cartography And Geographic Information Science, Vol. 430, No. 50.DOI
Tinghua Ai, Mengjie Zhou, Jing Tian, Ning Ye (2016). Origin-destination (OD) of the interprovincial floating population of China. Journal Of Maps, Vol. 120.DOI
Tinghua Ai, Wei Yang (2016). THE DETECTION OF TRANSPORT LAND-USE DATA USING CROWDSOURCING TAXI TRAJECTORY. The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences.DOI
Xiaohua Tong, Yanmin Jin, Lingyun Li, Tinghua Ai (2015). Area-preservation Simplification of Polygonal Boundaries by the Use of the Structured Total Least Squares Method with Constraints. Transactions In Gis, Vol. 190, No. 5.DOI
Tinghua Ai, Xiang Zhang, Qi Zhou, Min Yang (2015). A vector field model to handle the displacement of multiple conflicts in building generalization. International Journal Of Geographical Information Science, Vol. 290, No. 8.DOI
Wenhao Yu, Tinghua Ai, Shiwei Shao (2015). The analysis and delimitation of Central Business District using network kernel density estimation. Journal Of Transport Geography, Vol. 45.DOI
Tinghua Ai, Wenhao Yu, Yakun He (2015). Generation of constrained network Voronoi diagram using linear tessellation and expansion method. Computers Environment And Urban Systems, Vol. 51.DOI
Tinghua Ai, Min Yang, Xiang Zhang, Jing Tian (2015). Detection and correction of inconsistencies between river networks and contour data by spatial constraint knowledge. Cartography And Geographic Information Science, Vol. 420, No. 10.DOI
Yaolin Liu, Huimin Wang, Limin Jiao, Yanfang Liu, Jianhua He, Tinghua Ai (2015). Road centrality and landscape spatial patterns in Wuhan Metropolitan Area, China. Chinese Geographical Science.DOI
Yu Zhang, Chun Dong, Jiping Liu, Shouzhi Xu, Tinghua Ai, Kang Feng-guang (2015). GRIDDED POPULATION DISTRIBUTION MAP FOR THE HEBEI PROVINCE OF CHINA. Environmental Engineering and Management Journal.DOI
Xiang Zhang, Tinghua Ai, Jantien Stoter, Xi Zhao (2014). Data matching of building polygons at multiple map scales improved by contextual information and relaxation. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
Wenhao Yu, Tinghua Ai (2014). The visualization and analysis of urban facility pois using network kernel density estimation constrained by multi-factors. Boletim de Ciências Geodésicas.DOI
Wenhao Yu, Tinghua Ai (2014). A Time-constrained Network Voronoi Construction and Accessibility Analysis in Location-based Service Technology. The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences.DOI
Y.L. Liu, Diyong Tang, Xuesong Kong, Yangyi Liu, Tinghua Ai (2014). A Land-use Spatial Allocation Model Based on Modified Ant Colony Optimization. International Journal of Environmental Research.DOI
Yaolin Liu, Yaolin Liu, Wei Tang, Jianhua He, Yanfang Liu, Yanfang Liu, Tinghua Ai, Dianfeng Liu (2014). A land-use spatial optimization model based on genetic optimization and game theory. Computers Environment and Urban Systems.DOI
Tinghua Ai, Qi Zhou, Xiang Zhang, Yafeng Huang, Mengjie Zhou (2014). A Simplification of Ria Coastline with Geomorphologic Characteristics Preserved. Marine Geodesy.DOI
Xiang Zhang, Jantien Stoter, Tinghua Ai, Menno-Jan Kraak, Martien Molenaar (2013). Automated evaluation of building alignments in generalized maps. International Journal Of Geographical Information Science, Vol. 270, No. 8.DOI
Jia Xiao-bin, Tinghua Ai (2013). Decision-making reasoning in land-use patch generalization. Nongye gongcheng xuebao.DOI
Tinghua Ai, Xiaoqiang Cheng, Pengcheng Liu, Min Ji Yang (2013). A shape analysis and template matching of building features by the Fourier transform method. Computers Environment and Urban Systems.DOI
Huanfeng Shen, Penghai Wu, Yaolin Liu, Tinghua Ai, Yi Wang, Xiaoping Liu (2013). A spatial and temporal reflectance fusion model considering sensor observation differences. International Journal of Remote Sensing.DOI
Penghai Wu, Huanfeng Shen, Tinghua Ai, Yaolin Liu (2013). Land-surface temperature retrieval at high spatial and temporal resolutions based on multi-sensor fusion. International Journal of Digital Earth.DOI
Tinghua Ai (2013). Agent Technologies Applied in Land-use Data Generalization. Cehui dili xinxi.
Xiaolei Zhang, X. Zhao, M. Molenaar, Jantien Stoter, M.J. Kraak, Tinghua Ai (2012). PATTERN CLASSIFICATION APPROACHES TO MATCHING BUILDING POLYGONS AT MULTIPLE SCALES. ISPRS annals of the photogrammetry, remote sensing and spatial information sciences.DOI
Fang Luo, Tinghua Ai, Yunlin Zhou (2012). Design and construction of sea-area management system based on spatial information infrastructure. International Symposium on Geomatics for Integrated Water Resource Management.DOI
R. Zhao, Jun Chen, D. Wang, Y. Shang, Z. Wang, Xin Li, Tinghua Ai (2012). UPDATING GEOSPATIAL DATA FROM LARGE SCALE DATA SOURCES. The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences.DOI
R. Zhao, J. Chen, D. Wang, Y. Shang, Zhongyu Wang, X. Li, Tinghua Ai (2012). AN UPDATING PRODUCTION LINE SYSTEM FOR NATIONAL TOPOGRAPHICAL DATABASE AT 1:50K OF CHINA BASED ON DIGITAL MAP GENERALIZATION. The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences.DOI
Tinghua Ai, Min Ji Yang (2012). CONSISTENCY MATCHING IN THE INTEGRATION OF CONTOUR AND RIVER DATA BY SPATIAL KNOWLEDGE. The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences.DOI
Tinghua Ai (2012). Grid Pattern Extraction in Road Networks with Graph. Wuhan Daxue xuebao. Xinxi kexue ban.
Jingzhong Li, Tinghua Ai (2010). A triangulated spatial model for detection of spatial characteristics of GIS data. IEEE International Conference on Progress in Informatics and Computing.DOI
Ming Yu, Dawei Chen, Ruihong Huang, Tinghua Ai (2010). A dynamic analysis of regional land use and cover changing (LUCC) by remote sensing and GIS: taking Fuzhou area as example. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Huanfeng Shen, Yaolin Liu, Tinghua Ai, Yi Wang, Bo Wu (2010). Universal reconstruction method for radiometric quality improvement of remote sensing images. International Journal of Applied Earth Observation and Geoinformation.DOI
Tinghua Ai (2010). Constraints of progressive transmission of spatial data on the web. Geo-spatial Information Science.DOI
Jing Tian, Tinghua Ai (2010). Communicative Model for Streets Progressive Selection. Wuhan Daxue xuebao. Xinxi kexue ban.
X Zhang, Jantien Stoter, Tinghua Ai, M.J. Kraak (2010). FORMALIZATION AND DATA ENRICHMENT FOR AUTOMATED EVALUATION OF BUILDING PATTERN PRESERVATION. University of Twente Research Information.
Tinghua Ai, Jingzhong Li (2009). A DEM generalization by minor valley branch detection and grid filling. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
Ming Yu, Tinghua Ai (2009). Study of RS data classification based on rough sets and C4.5 algorithm. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Tinghua Ai, Jingzhong Li (2009). The lifespan model of GIS data representation over scale space. International Conference on Geoinformatics.DOI
Bo Ai, Tinghua Ai, Xinming Tang, Zhen Li (2009). Progressive transmission of road network. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Nina Meng, Tinghua Ai, Xiaodong Zhou, Xincheng Guo (2009). Formal representation for gradual changes of spatial relations between regional objects. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Jingzhong Li, Tinghua Ai (2009). A multiple representation data model based on state and behavior. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Hong Wang, Chengqi Cheng, Tinghua Ai (2009). Pattern analysis of geo-referenced motion processes. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Yafeng Huang, Tinghua Ai, Huihui Liu (2009). The detection and removal of conflicts in road network generalization by delaunay triangulation. International Conference on Geoinformatics.DOI
Xiang Zhang, Tinghua Ai, Jantien Stoter (2009). A Voronoi-Like Model of Spatial Autocorrelation for Characterizing Spatial Patterns in Vector Data.DOI
Tinghua Ai (2009). Granularity and Order Issues in Progressive Transfer of Web Map.
Nina Meng, Tinghua Ai, Li Rong-juan, Xiaodong Zhou (2009). Representation and Calculation of Spatial Relations Difference Based on Conceptual Neighborhood. International Conference on Natural Computation (ICNC).DOI
肖晶，艾廷华（2008）. 交互式地图综合过程中的符号可视化问题. 《测绘科学》.
艾廷华（2008）. 适宜空间认知结果表达的地图形式. 《遥感学报》.
Huanfeng Shen, Tinghua Ai, Pingxiang Li, Yi Wang (2008). Improving the quality of remote sensing images using a universal reconstruction method. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Pengcheng Liu, Tinghua Ai, Jifang Deng (2008). Simplification and rectangularity of building polygon based on least squares adjustment theory in map generalization. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Tinghua Ai (2008). Maps Adaptable to Represent Spatial Cognition. National Remote Sensing Bulletin.DOI
Xiang Zhang, Tinghua Ai, Jantien Stoter (2008). The evalutation of spatial distribution density in map generalization. University of Twente Research Information.
Xiang Zhang, Jantien Stoter, Tinghua Ai (2008). Formalization and automatic interpretation of map requirements. University of Twente Research Information.
Tinghua Ai (2008). Data Generalization Based Updating Method in Digital Environment. Geomatics world (Lemmer).
艾廷华，刘耀林，黄亚锋（2007）. 河网汇水区域的层次化剖分与地图综合. 《测绘学报》.
艾廷华，郭仁忠（2007）. 基于格式塔识别原则挖掘空间分布模式. 《测绘学报》.
王庆国，朱庆，艾廷华（2007）. 建筑物三维表面模型简化算法探讨. 《测绘科学》.
Tinghua Ai (2007). The drainage network extraction from contour lines for contour line generalization. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
Jianguo Sun, Tinghua Ai, Chuanyan Zhao, Haowen Yan (2007). Assessing vegetation degradation in Loess Plateau by using potential vegetation index. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
Renliang Zhao, Jun Chen, Donghua Wang, Yaoling Shang, Tinghua Ai (2007). The design and implementation of geo-spatial database updating system based on digital map generalization. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Ming Yu, Xiaoyu Chen, Tinghua Ai (2007). Application research of terrain based on DEM and data mining. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Jingzhong Li, Tinghua Ai (2007). The DEM generalization based on the simplification of valley system. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Tinghua Ai (2007). A probe into the simplification algorithms of 3D building surface model. Cehui kexue.
朱熀，艾廷华，王洪（2006）. 基于条带扫描思想的线目标缓冲区快速构建. 《测绘学报》.
艾廷华（2006）. DELAUNAY三角网支持下的空间场表达. 《测绘学报》.
Hong Wang, Tinghua Ai (2006). Adaptive strategies of the visualization of electronic map. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Hao-wen Yan, Zhilin Li, Tinghua Ai (2006). System for automatic generalization of topographic maps. Chinese Geographical Science.DOI
Tinghua Ai (2006). A Spatial Field Representation Model Based on Delaunay Triangulation. Acta Geodaetica et Cartographica Sinica.
Zhilin Li, Haowen Yan, Tinghua Ai, Jie Chen (2004). Automated building generalization based on urban morphology and Gestalt theory. International Journal of Geographical Information Systems.DOI
Tinghua Ai (2004). A Displacement of Building Cluster Based on Field Analysis.
Tinghua Ai (2004). KEY TECHNOLOGIES AND STRATEGIES IN THE DEVELOPMENT OF MULTI-SCALE SPATIAL DATABASE. Keji daobao.
Yaolin Liu, Martien Molenaar, Tinghua Ai, Yanfang Liu (2003). Automated extraction of hierarchical catchments based on constrained Delaunay triangulation and river classification. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
Tinghua Ai (2003). Displacement of building cluster using field analysis method. Geo-spatial Information Science.DOI
Tinghua Ai, Peter van Oosterom (2001). A map generalization model based on algebra mapping transformation. ACM International Symposium on Advances in Geographic Information Systems (ACM GIS).DOI
Xiang Zhang, Tinghua Ai, Jantien Stoter. Characterization and detection of building patterns in cartographic data: Two algorithms. Data Archiving and Networked Services (DANS).
预印本
Huafei Yu, Tinghua Ai, Min Yang, Rachid Oucheikh, Bo Kong, Hao Wu, Zhenyu Zhang, Lars Harrie (2024). A Deep Learning Segmentation Approach for Road Label Placement. SSRN Electronic Journal.DOI
Xiongfeng Yan, Tinghua Ai (2018). Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network. arXiv (Cornell University).DOI
书籍章节
Xiaoqiang Cheng, Huayi Wu, Tinghua Ai, Min Ji Yang (2017). Detail Resolution: A New Model to Describe Level of Detail Information of Vector Line Data. Advances in geographic information science.DOI
Xiang Zhang, Tinghua Ai, Jantien Stoter (2016). Inferring Complex Geographical Concepts with Implicit Geometries Using Ontologies: A Case of Peninsulas. Lecture notes in geoinformation and cartography.DOI
Xiang Zhang, Tinghua Ai (2015). How to Model Roads in OpenStreetMap? A Method for Evaluating the Fitness-for-Use of the Network for Navigation. Advances in geographic information science.DOI
Xiang Zhang, Tinghua Ai, Jantien Stoter, Jingzhong Li (2013). Towards Cartographic Constraint Formalization for Quality Evaluation. Lecture notes in geoinformation and cartography.DOI
Xiang Zhang, Tinghua Ai, Jantien Stoter (2012). Characterization and Detection of Building Patterns in Cartographic Data: Two Algorithms. Lecture notes in geoinformation and cartography.DOI
Xiang Zhang, Jantien Stoter, Tinghua Ai, M.J. Kraak (2012). Formalization and Data Enrichment for Automated Evaluation of Building Pattern Preservation. Lecture notes in geoinformation and cartography.DOI
Jing Tian, Tinghua Ai, Xiaobin Jia (2012). Graph Based Recognition of Grid Pattern in Street Networks. Lecture notes in geoinformation and cartography.DOI
Tinghua Ai, Shuai Yun, Jingzhong Li (2008). The Shape Cognition and Query Supported by Fourier Transform. Lecture notes in geoinformation and cartography.DOI
Tinghua Ai, Xiang Zhang (2007). The Aggregation of Urban Building Clusters Based on the Skeleton Partitioning of Gap Space. Lecture notes in geoinformation and cartography.DOI
Tinghua Ai, Yaolin Liu, Jun Chen (2006). The Hierarchical Watershed Partitioning and Data Simplification of River Network. Springer eBooks.DOI
Tinghua Ai, Zhilin Li, Yaolin Liu (2006). Progressive Transmission of Vector Data Based on Changes Accumulation Model. Springer eBooks.DOI