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[1].
杨敏,马宏然,孔博,等. 基于预训练模型的矢量海岸线形态模式判别方法.
测绘学报.
55
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404-414.
2026.
[2].
Yang Min, Xu Xiao, Yang Taiyang, et al. Explainable artificial intelligence approach for road net....
International Journal of Geographical Information Science.
40
(2).
535-563.
2026.
[3].
Yu Huafei, Yang Min, Lv Xiang, et al. Integrating XGBoost and SHAP to uncover feature contributio....
International Journal of Applied Earth Observation and Geoinformation.
(146).
105120.
2026.
[4].
Zhang Xiang, Yang Fan, He Zongze, Li Weijia, Yang Min. City identity recognition: how representat....
Computers, Environment and Urban Systems.
(123).
102370.
2026.
[5].
Zhang, Pengxin, Yang Min, Yang Taiyang, et al. Using knowledge graph embeddings and meta-path tra....
International Journal of Geographical Information Science.
1-34.
2025.
[6].
Yu Huafei, Ai Tinghua, Yang Min, et al. A SegNet-Based Approach for Road Label Placement Integrat....
Transactions in GIS.
29
(4).
e70080.
2025.
[7].
Liu Pengcheng, Han Hao, Yang Min, et al. A POI selection method based on GCN considering annotati....
International Journal of Geographical Information Science.
39
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1674-1704.
2025.
[8].
Kong Bo, Ai Tinghua, Yang Min, et al. Integrating morphological knowledge of contour data and gra....
International Journal of Geographical Information Science.
39
(7).
1429-1459.
2025.
[9].
Yan Xiongfeng, Yang Min, Ai Tinghua. Deep learning in automatic map generalization: achievements ....
Geo-Spatial Information Science.
1-12.
2025.
[10].
Zhou Zhe, Wu Hao, Zhang Zhenyu, Kong Bo, Yang Min, Ai Tinghua, Yu Huafei. PNTM-CNN: an approach f....
International Journal of Digital Earth.
18
(1).
2545583.
2025.
[11].
余华飞, 邱天奇, 周哲, 龚充亚, 肖天元, 杨敏, 艾廷华. 图Transformer支持下的河网模式识别.
测绘学报.
53
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2075-2085.
2024.
[12].
Kong Bo, Ai Tinghua, Zou Xinyan, Yan Xiongfeng, Yang Min. A graph-based neural network approach t....
Computers, Environment and Urban Systems.
(110).
102094.
2024.
[13].
Yang Min, Zou Renwei, Ai Tinghua, et al. Regularizing building outlines extracted from remote sen....
Geocarto International.
39
(1).
2370322.
2024.
[14].
Xiao Tianyuan, Ai Tinghua, Burghardt Dirk, Liu Pengcheng, Yang Min, Gao Aji, KongBo, Yu Huafei. A....
Geocarto International.
39
(1).
2413549.
2024.
[15].
孔博, 艾廷华, 杨敏,等. 等高线形态知识与图神经网络联合作用下的黄土地貌类型识别.
测绘学报.
53
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1154-1164.
2024.
[16].
Yang Min, Cao Minjun, Cheng Lingya, et al. Classification of urban interchange patterns using a m....
Geo-Spatial Information Science.
27
(5).
1622-1637.
2024.
[17].
Yan Xiongfeng; Yang Min. A deep learning approach for polyline and building simplification based ....
Cartography and Geographic Information Science.
51
(1).
79-96.
2024.
[18].
Xiao Tianyuan, Ai Tinghua, Yu Huafei, Yang Min, Liu Pengcheng. A point selection method in map ge....
Cartography and Geographic Information Science.
51
(1).
20-40.
2024.
[19].
Zhang Xiang, An Jiayan, Zhou Yuchuan, Yang Min, Xi Zhao. How sustainable is OpenStreetMap? Tracki....
International journal of digital Earth.
17
(1).
2311320.
2024.
[20].
Zhang Pengxin, Yang Min, Wang Yong, et al. Integrating metro passenger flow data to improve the c....
International Journal of Digital Earth.
17
(1).
2443468.
2024.
[21].
肖天元, 艾廷华, 余华飞, 杨敏, 刘鹏程. 地图综合图卷积神经网络点群简化方法.
测绘学报.
53
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158-172.
2024.
[22].
Yang Min, Huang Haoran, Zhang Yiqi, et al.Pattern recognition and segmentation of administrative ....
ISPRS International Journal of Geo-Information.
11
(9).
461.
2023.
[23].
Yu Huafei, Ai Tinghua, Yang Min, et al. Automatic segmentation of parallel drainage patterns supp....
Expert Systems with Applications.
(211).
118639.
2023.
[24].
Yu Huafei, Ai Tinghua, Yang Min, et al. Integrating domain knowledge and graph convolutional neur....
Transactions in GIS.
27
(7).
1898-1927.
2023.
[25].
Wang Lu, Ai Tinghua, Burghardt Dirk, Shen Yilang, Yang Min. A hexagon-based method for polygon ge....
International Journal of Geographical Information Science.
37
(1).
88-117.
2023.
[26].
Yu Huafei, Ai Tinghua, Yang Min, et al. A graph autoencoder network to measure the geometric simi....
International Journal of Digital Earth.
16
(1).
1828-1852.
2023.
[27].
杨敏, 陈果, 李连营, 等. 序列卷积神经网络支持下线状地图目标的分段方法.
测绘学报.
52
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108-116.
2023.
[28].
Yang Min, Cheng Lingya, Cao Minjun, et al. A stacking ensemble learning method to classify the pa....
ISPRS International Journal of Geo-Information.
11
(10).
523.
2022.
[29].
Yan Xiongfeng, Yang Min. A comparative study of various deep learning approaches to shape encodi....
ISPRS International Journal of Geo-Information.
11
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527.
2022.
[30].
Yan Xiongfeng, Ai Tinghua, Yang Min, et al. A graph deep learning approach for urban building gro....
Geocarto International.
37
(10).
2944-2966.
2022.
[31].
Yu Huafei, Ai Tinghua, Yang Min, et al. A recognition method for drainage patterns using a graph ....
International Journal of Applied Earth Observation and Geoinformation.
(107).
102696.
2022.
[32].
刘鹏程, 黄欣, 马宏然, 杨敏. 建筑物多边形高精度识别的傅里叶形状描述子神经网络方法.
测绘学报.
51
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1969-1976.
2022.
[33].
Yang Min, Jiang Chenjun, Yan Xiongfeng, et al.Detecting interchanges in road networks using a gra....
International Journal of Geographical Information Science.
36
(6).
1119-1139.
2022.
[34].
Yang Min, Kong Bo, Dang Ruirong, et al. Classifying urban functional regions by integrating build....
International Journal of Applied Earth Observation and Geoinformation.
(108).
102753.
2022.
[35].
晏雄锋, 艾廷华, 杨敏,等. 地图空间形状认知的自编码器深度学习方法.
测绘学报.
50
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757-765.
2022.
[36].
刘鹏程, 许小峰, 杨敏. 一种顾及符号完整性的矢量瓦片地图改进方案.
武汉大学学报:信息科学版.
47
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455-462.
2022.
[37].
晏雄锋, 袁拓, 杨敏,等.建筑物形状特征分析表达与自适应化简方法.
测绘学报.
51
(2).
269-278.
2022.
[38].
Yang Min, Yuan Tuo, Yan Xiongfeng, et al.A hybrid approach to building simplification with an eva....
International Journal of Geographical Information Science.
36
(2).
280-309.
2022.
[39].
Yan Xiongfeng, Ai Tinghua, Yang Min, et al. Graph convolutional autoencoder model for the shape c....
International Journal of Geographical Information Science.
35
(3).
490-512.
2021.
[40].
Yang Min, Yan Xiongfeng, Zhang Xiang, et al. Constrained trajectory simplification with speed pre....
Cartography and Geographic Information Science.
47
(2).
110-124.
2020.
[41].
刘鹏程, 肖天元, 艾廷华, 杨敏. 基于傅里叶能量度量的曲线多尺度表达.
中国矿业大学学报.
49
(3).
587-594.
2020.
