Tinghua Ai - RankMe

93 papers C 6Journal 77Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Multi-Scale Hybrid Scene Geometric Similarity Measurement Method Using Heterogeneous Graph Neural Network. ISPRS Int. J. Geo Inf. Chongya Gong, Tinghua Ai, Shiyu Chen, Tianyuan Xiao, Huafei Yu
2025	J	`jnl`	A SegNet-Based Approach for Road Label Placement Integrating Geometric and Textual Information. Trans. GIS Huafei Yu, Tinghua Ai, Min Yang, Rachid Oucheikh, Bo Kong, Hao Wu, Zhenyu Zhang, Lars Harrie
2025	J	`jnl`	A Selection Method of Massive Point Cluster Using the Delaunay Triangulation to Support Real-Time Visualization. ISPRS Int. J. Geo Inf. Chongya Gong, Tinghua Ai, Tianyuan Xiao, Huafei Yu, Pengcheng Liu
2025	J	`jnl`	Deep learning in automatic map generalization: achievements and challenges. Geo spatial Inf. Sci. Xiongfeng Yan, Min Yang, Tinghua Ai
2025	J	`jnl`	Drainage Pattern Recognition Combined With Second-Order Co-Occurrence Matrices and Global Features in CNN Networks. Trans. GIS Ziqin Shao, Pengcheng Liu, Tinghua Ai, Hao Han
2025	J	`jnl`	Integrating morphological knowledge of contour data and graph neural network for landform type recognition. Int. J. Geogr. Inf. Sci. Bo Kong, Tinghua Ai, Min Yang, Hao Wu, Xiongfeng Yan, Yongquan Wang, Huafei Yu
2025	J	`jnl`	Learning dual context aware POI representations for geographic mapping. Int. J. Appl. Earth Obs. Geoinformation Quan Qin, Tinghua Ai, Shishuo Xu, Yan Zhang, Weiming Huang, Mingyi Du, Songnian Li
2025	—	`conf`	Map Generalization Method Supported by Graph Convolutional Networks. AGILE Conference Tianyuan Xiao, Tinghua Ai, Dirk Burghardt, Pengcheng Liu
2025	J	`jnl`	PNTM-CNN: an approach for saddle-point extraction integrating positive-negative terrain method and multiscale fusion CNN model. Int. J. Digit. Earth Zhe Zhou, Hao Wu, Zhenyu Zhang, Bo Kong, Min Yang, Tinghua Ai, Huafei Yu
2024	J	`jnl`	A graph-based neural network approach to integrate multi-source data for urban building function classification. Comput. Environ. Urban Syst. Bo Kong, Tinghua Ai, Xinyan Zou, Xiongfeng Yan, Min Yang
2024	J	`jnl`	A vector-based coastline shape classification approach using sequential deep learning model. Int. J. Appl. Earth Obs. Geoinformation Aji Gao, Tinghua Ai, Huafei Yu, Tianyuan Xiao, Yuejun Chen, Jingzhong Li, Haosheng Huang
2024	J	`jnl`	Classification of urban interchange patterns using a model combining shape context descriptor and graph convolutional neural network. Geo spatial Inf. Sci. Min Yang, Minjun Cao, Lingya Cheng, Huiping Jiang, Tinghua Ai, Xiongfeng Yan
2024	J	`jnl`	Graph-based spatial co-location pattern mining: integrate geospatial analysis and logical reasoning. Int. J. Digit. Earth Jinghan Wang, Tinghua Ai, Hao Wu, Haijiang Xu, Tianyuan Xiao, Guangyue Li
2024	J	`jnl`	Integrating terrain structure characteristics into generative adversarial nets for hillshade generation. Int. J. Geogr. Inf. Sci. Lingrui Yan, Tinghua Ai, Aji Gao
2024	J	`jnl`	Rethinking the null hypothesis in significant colocation pattern mining of spatial flows. J. Geogr. Syst. Mengjie Zhou, Mengjie Yang, Tinghua Ai, Jiannan Cai, Zhe Chen
2024	J	`jnl`	Revealing association rules within intricate ecosystems: A spatial co-location mining method based on Geo-Eco knowledge graph. Int. J. Appl. Earth Obs. Geoinformation Jinghan Wang, Guangyue Li, Tinghua Ai
2023	J	`jnl`	A graph autoencoder network to measure the geometric similarity of drainage networks in scaling transformation. Int. J. Digit. Earth Huafei Yu, Tinghua Ai, Min Yang, Weiming Huang, Lars Harrie
2023	J	`jnl`	A hexagon-based method for polygon generalization using morphological operators. Int. J. Geogr. Inf. Sci. Lu Wang, Tinghua Ai, Dirk Burghardt, Yilang Shen, Min Yang
2023	J	`jnl`	A raster-based method for the hierarchical selection of river networks based on stream characteristics. Int. J. Geogr. Inf. Sci. Yilang Shen, Rong Zhao, Tinghua Ai, Fengfeng Han, Su Ding
2023	J	`jnl`	Automatic segmentation of parallel drainage patterns supported by a graph convolution neural network. Expert Syst. Appl. Huafei Yu, Tinghua Ai, Min Yang, Lina Huang, Aji Gao
2023	J	`jnl`	Inconsistency Detection in Cross-Layer Tile Maps with Super-Pixel Segmentation. ISPRS Int. J. Geo Inf. Junbo Yu, Tinghua Ai, Haijiang Xu, Lingrui Yan, Yilang Shen
2023	J	`jnl`	Integrating domain knowledge and graph convolutional neural networks to support river network selection. Trans. GIS Huafei Yu, Tinghua Ai, Min Yang, Jingzhong Li, Lu Wang, Aji Gao, Tianyuan Xiao, Zhe Zhou
2022	J	`jnl`	A Method for Classifying Complex Features in Urban Areas Using Video Satellite Remote Sensing Data. Remote. Sens. Fanghong Ye, Tinghua Ai, Jiaming Wang, Yuan Yao, Zheng Zhou
2022	J	`jnl`	A hybrid approach to building simplification with an evaluator from a backpropagation neural network. Int. J. Geogr. Inf. Sci. Min Yang, Tuo Yuan, Xiongfeng Yan, Tinghua Ai, Chenjun Jiang
2022	J	`jnl`	A recognition method for drainage patterns using a graph convolutional network. Int. J. Appl. Earth Obs. Geoinformation Huafei Yu, Tinghua Ai, Min Yang, Lina Huang, Jiaming Yuan
2022	J	`jnl`	Characterizing the activity patterns of outdoor jogging using massive multi-aspect trajectory data. Comput. Environ. Urban Syst. Zongshun Tian, Wei Yang, Tong Zhang, Tinghua Ai, Yang Wang
2022	J	`jnl`	Detecting interchanges in road networks using a graph convolutional network approach. Int. J. Geogr. Inf. Sci. Min Yang, Chenjun Jiang, Xiongfeng Yan, Tinghua Ai, Minjun Cao, Wenyuan Chen
2022	J	`jnl`	Multilevel Mapping From Remote Sensing Images: A Case Study of Urban Buildings. IEEE Trans. Geosci. Remote. Sens. Yilang Shen, Tinghua Ai, Hao Chen, Jingzhong Li
2022	J	`jnl`	Sparse reconstruction with spatial structures to automatically determine neighbors. Int. J. Geogr. Inf. Sci. Wenhao Yu, Yifan Zhang, Zhanlong Chen, Tinghua Ai
2021	J	`jnl`	A Multi-Scale Virtual Terrain for Hierarchically Structured Non-Location Data. ISPRS Int. J. Geo Inf. Rui Xin, Tinghua Ai, Ruoxin Zhu, Bo Ai, Min Yang, Liqiu Meng
2021	J	`jnl`	An integrated method for DEM simplification with terrain structural features and smooth morphology preserved. Int. J. Geogr. Inf. Sci. Wenhao Yu, Yifan Zhang, Tinghua Ai, Zhanlong Chen
2021	J	`jnl`	Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps. Int. J. Geogr. Inf. Sci. Xiongfeng Yan, Tinghua Ai, Min Yang, Xiaohua Tong
2020	J	`jnl`	A Method for Generating Variable-Scale Maps for Small Displays. ISPRS Int. J. Geo Inf. Rong Zhao, Tinghua Ai, Chen Wen
2020	J	`jnl`	A Multi-Scale Representation of Point-of-Interest (POI) Features in Indoor Map Visualization. ISPRS Int. J. Geo Inf. Yi Xiao, Tinghua Ai, Min Yang, Xiang Zhang
2020	J	`jnl`	A Raster-Based Methodology to Detect Cross-Scale Changes in Water Body Representations Caused by Map Generalization. Sensors Yilang Shen, Tinghua Ai
2020	J	`jnl`	A Visualization Method for Mining Colocation Patterns Constrained by a Road Network. IEEE Access Mengjie Zhou, Tinghua Ai, Guohua Zhou, Wenqing Hu
2020	J	`jnl`	A multi-scale representation model of polyline based on head/tail breaks. Int. J. Geogr. Inf. Sci. Pengcheng Liu, Tianyuan Xiao, Jia Xiao, Tinghua Ai
2020	J	`jnl`	A progressive method for the collapse of river representation considering geographical characteristics. Int. J. Digit. Earth Yilang Shen, Tinghua Ai, Jingzhong Li, Lina Huang, Wende Li
2020	J	`jnl`	A tile-map-based method for the typification of artificial polygonal water areas considering the legibility. Comput. Geosci. Yilang Shen, Tinghua Ai, Jingzhong Li, Lu Wang, Wende Li
2020	J	`jnl`	Road network generalization considering traffic flow patterns. Int. J. Geogr. Inf. Sci. Wenhao Yu, Yifan Zhang, Tinghua Ai, Qingfeng Guan, Zhanlong Chen, Haixia Li
2020	J	`jnl`	The isotropic organization of DEM structure and extraction of valley lines using hexagonal grid. Trans. GIS Lu Wang, Tinghua Ai, Yilang Shen, Jingzhong Li
2019	J	`jnl`	A PDF Tile Model for Geographic Map Data. ISPRS Int. J. Geo Inf. Xiaodong Zhou, Tinghua Ai, Ni-na Meng, Peng Xie
2019	J	`jnl`	A polygon aggregation method with global feature preservation using superpixel segmentation. Comput. Environ. Urban Syst. Yilang Shen, Tinghua Ai, Wende Li, Min Yang, Yu Feng
2019	J	`jnl`	A simplification of urban buildings to preserve geometric properties using superpixel segmentation. Int. J. Appl. Earth Obs. Geoinformation Yilang Shen, Tinghua Ai, Chengming Li
2019	J	`jnl`	A visualization approach for discovering colocation patterns. Int. J. Geogr. Inf. Sci. Mengjie Zhou, Tinghua Ai, Chao Wu, Yuli Gu, Na Wang
2019	J	`jnl`	Encoding and compressing hexagonal raster data by the Gosper curve. Trans. GIS Rui Xin, Tinghua Ai, Bo Ai
2019	J	`jnl`	Extracting Centerlines From Dual-Line Roads Using Superpixel Segmentation. IEEE Access Yilang Shen, Tinghua Ai, Min Yang
2019	J	`jnl`	Shape Decision-Making in Map-Like Visualization Design Using the Simulated Annealing Algorithm. IEEE Access Tinghua Ai, Rui Xin, Xiongfeng Yan, Min Yang, Bo Ai
2018	J	`jnl`	A Method for Extracting Road Boundary Information from Crowdsourcing Vehicle GPS Trajectories. Sensors Wei Yang, Tinghua Ai, Wei Lu
2018	J	`jnl`	A New Approach to Line Simplification Based on Image Processing: A Case Study of Water Area Boundaries. ISPRS Int. J. Geo Inf. Yilang Shen, Tinghua Ai, Yakun He
2018	J	`jnl`	A map-algebra-based method for automatic change detection and spatial data updating across multiple scales. Trans. GIS Min Yang, Tinghua Ai, Xiongfeng Yan, Yuanyuan Chen, Xiang Zhang
2018	J	`jnl`	A new approach to simplifying polygonal and linear features using superpixel segmentation. Int. J. Geogr. Inf. Sci. Yilang Shen, Tinghua Ai, Lu Wang, Jing Zhou
2018	—	`conf`	Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network (Short Paper). GIScience Xiongfeng Yan, Tinghua Ai
2018	J	`jnl`	Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network. CoRR Xiongfeng Yan, Tinghua Ai
2018	—	`conf`	Center Point of Simple Area Feature Based on Triangulation Skeleton Graph (Short Paper). GIScience Wei Lu, Tinghua Ai
2018	J	`jnl`	Change Detection for Building Footprints with Different Levels of Detail Using Combined Shape and Pattern Analysis. ISPRS Int. J. Geo Inf. Xiaodong Zhou, Zhe Chen, Xiang Zhang, Tinghua Ai
2018	—	`conf`	Cycle Periodic Behavior Detection and Sports Place Extraction Using Crowdsourced Running Trace Data. Geoinformatics Wei Yang, Wei Lu, Tinghua Ai, Tong Zhang
2018	—	`conf`	Evaluating Non-Motorized Transport Popularity of Urban Roads by Sports GPS Tracks. Geoinformatics Wei Lu, Wei Yang, Tinghua Ai
2018	J	`jnl`	Evaluating Non-Motorized Transport Popularity of Urban Roads by Sports GPS Tracks. CoRR Wei Lu, Wei Yang, Tinghua Ai
2018	J	`jnl`	Metaphor Representation and Analysis of Non-Spatial Data in Map-Like Visualizations. ISPRS Int. J. Geo Inf. Rui Xin, Tinghua Ai, Bo Ai
2018	J	`jnl`	POI Information Enhancement Using Crowdsourcing Vehicle Trace Data and Social Media Data: A Case Study of Gas Station. ISPRS Int. J. Geo Inf. Wei Yang, Tinghua Ai
2018	J	`jnl`	Potential Change of Spatial Accessibility to Health Services With the Opening of Private Streets in Shenzhen, China. IEEE Access Wenhao Yu, Tinghua Ai, Jingzhong Li, Min Yang, Yun Shuai
2018	J	`jnl`	Updating authoritative spatial data from timely sources: A multiple representation approach. Int. J. Appl. Earth Obs. Geoinformation Xiang Zhang, Weijun Yin, Min Yang, Tinghua Ai, Jantien E. Stoter
2017	J	`jnl`	A Hierarchical Approach for Measuring the Consistency of Water Areas between Multiple Representations of Tile Maps with Different Scales. ISPRS Int. J. Geo Inf. Yilang Shen, Tinghua Ai
2017	J	`jnl`	A Matrix-Based Structure for Vario-Scale Vector Representation over a Wide Range of Map Scales: The Case of River Network Data. ISPRS Int. J. Geo Inf. Lina Huang, Tinghua Ai, Peter van Oosterom, Xiongfeng Yan, Min Yang
2017	J	`jnl`	A linear tessellation model to identify spatial pattern in urban street networks. Int. J. Geogr. Inf. Sci. Yakun He, Tinghua Ai, Wenhao Yu, Xiang Zhang
2017	J	`jnl`	Continuous Scale Transformations of Linear Features Using Simulated Annealing-Based Morphing. ISPRS Int. J. Geo Inf. Jingzhong Li, Tinghua Ai, Pengcheng Liu, Min Yang
2017	J	`jnl`	Envelope generation and simplification of polylines using Delaunay triangulation. Int. J. Geogr. Inf. Sci. Tinghua Ai, Shu Ke, Min Yang, Jingzhong Li
2017	J	`jnl`	Spatial co-location pattern mining of facility points-of-interest improved by network neighborhood and distance decay effects. Int. J. Geogr. Inf. Sci. Wenhao Yu, Tinghua Ai, Yakun He, Shiwei Shao
2017	J	`jnl`	Template Matching and Simplification Method for Building Features Based on Shape Cognition. ISPRS Int. J. Geo Inf. Xiongfeng Yan, Tinghua Ai, Xiang Zhang
2017	J	`jnl`	The analysis and measurement of building patterns using texton co-occurrence matrices. Int. J. Geogr. Inf. Sci. Wenhao Yu, Tinghua Ai, Pengcheng Liu, Xiaoqiang Cheng
2016	—	`conf`	Inferring Complex Geographical Concepts with Implicit Geometries Using Ontologies: A Case of Peninsulas. AGILE Conf. Xiang Zhang, Tinghua Ai, Jantien E. Stoter
2015	J	`jnl`	A land-use spatial optimization model based on genetic optimization and game theory. Comput. Environ. Urban Syst. Yaolin Liu, Wei Tang, Jianhua He, Yanfang Liu, Tinghua Ai, Dianfeng Liu
2015	J	`jnl`	A vector field model to handle the displacement of multiple conflicts in building generalization. Int. J. Geogr. Inf. Sci. Tinghua Ai, Xiang Zhang, Qi Zhou, Min Yang
2015	J	`jnl`	Area-preservation Simplification of Polygonal Boundaries by the Use of the Structured Total Least Squares Method with Constraints. Trans. GIS Xiaohua Tong, Yanmin Jin, Lingyun Li, Tinghua Ai
2015	J	`jnl`	Generation of constrained network Voronoi diagram using linear tessellation and expansion method. Comput. Environ. Urban Syst. Tinghua Ai, Wenhao Yu, Yakun He
2013	J	`jnl`	A shape analysis and template matching of building features by the Fourier transform method. Comput. Environ. Urban Syst. Tinghua Ai, Xiaoqiang Cheng, Pengcheng Liu, Min Yang
2013	J	`jnl`	Automated evaluation of building alignments in generalized maps. Int. J. Geogr. Inf. Sci. Xiang Zhang, Jantien E. Stoter, Tinghua Ai, Menno-Jan Kraak, Martien Molenaar
2013	J	`jnl`	Building pattern recognition in topographic data: examples on collinear and curvilinear alignments. GeoInformatica Xiang Zhang, Tinghua Ai, Jantien E. Stoter, Menno-Jan Kraak, Martien Molenaar
2010	C	`conf`	Characterization and Detection of Building Patterns in Cartographic Data: Two Algorithms. SDH Xiang Zhang, Tinghua Ai, Jantien E. Stoter
2010	J	`jnl`	Constraints of progressive transmission of spatial data on the web. Geo spatial Inf. Sci. Tinghua Ai
2010	C	`conf`	Formalization and Data Enrichment for Automated Evaluation of Building Pattern Preservation. SDH Xiang Zhang, Jantien E. Stoter, Tinghua Ai, Menno-Jan Kraak
2010	C	`conf`	Graph Based Recognition of Grid Pattern in Street Networks. SDH Jing Tian, Tinghua Ai, Xiaobin Jia
2010	J	`jnl`	Road selection based on Voronoi diagrams and "strokes" in map generalization. Int. J. Appl. Earth Obs. Geoinformation Xingjian Liu, F. Benjamin Zhan, Tinghua Ai
2010	J	`jnl`	Universal reconstruction method for radiometric quality improvement of remote sensing images. Int. J. Appl. Earth Obs. Geoinformation Huanfeng Shen, Yaolin Liu, Tinghua Ai, Yi Wang, Bo Wu
2009	—	`conf`	A Voronoi-Like Model of Spatial Autocorrelation for Characterizing Spatial Patterns in Vector Data. ISVD Xiang Zhang, Tinghua Ai, Jantien E. Stoter
2009	—	`conf`	Representation and Calculation of Spatial Relations Difference Based on Conceptual Neighborhood. ICNC (5) Ni-na Meng, Tinghua Ai, Rong-juan Li, Xiaodong Zhou
2008	C	`conf`	The Shape Cognition and Query Supported by Fourier Transform. SDH Tinghua Ai, Yun Shuai, Jingzhong Li
2007	C	`conf`	Assessing vegetation degradation in Loess Plateau by using potential vegetation index. IGARSS Jianguo Sun, Tinghua Ai, Chuanyan Zhao, Haowen Yan
2007	—	`conf`	The Aggregation of Urban Building Clusters Based on the Skeleton Partitioning of Gap Space. AGILE Conf. Tinghua Ai, Xiang Zhang
2004	J	`jnl`	Automated building generalization based on urban morphology and Gestalt theory. Int. J. Geogr. Inf. Sci. Zhilin Li, H. Yan, Tinghua Ai, Jun Chen
2004	C	`conf`	Progressive Transmission of Vector Data Based on Changes Accumulation Model. SDH Tinghua Ai, Zhilin Li, Yaolin Liu
2001	—	`conf`	A Map Generalization Model Based on Algebra Mapping Transformation. ACM-GIS Tinghua Ai, Peter van Oosterom