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Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network (Short Paper).

, and . GIScience, volume 114 of LIPIcs, page 69:1-69:7. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2018)

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Area-preservation Simplification of Polygonal Boundaries by the Use of the Structured Total Least Squares Method with Constraints., , , and . Trans. GIS, 19 (5): 780-799 (2015)Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network., and . CoRR, (2018)Sparse reconstruction with spatial structures to automatically determine neighbors., , , and . Int. J. Geogr. Inf. Sci., 36 (2): 338-359 (2022)Detecting interchanges in road networks using a graph convolutional network approach., , , , , and . Int. J. Geogr. Inf. Sci., 36 (6): 1119-1139 (2022)Integrating domain knowledge and graph convolutional neural networks to support river network selection., , , , , , , and . Trans. GIS, 27 (7): 1898-1927 (November 2023)Encoding and compressing hexagonal raster data by the Gosper curve., , and . Trans. GIS, 23 (6): 1204-1231 (2019)A progressive method for the collapse of river representation considering geographical characteristics., , , , and . Int. J. Digit. Earth, 13 (12): 1366-1390 (2020)A PDF Tile Model for Geographic Map Data., , , and . ISPRS Int. J. Geo Inf., 8 (9): 373 (2019)Extracting Centerlines From Dual-Line Roads Using Superpixel Segmentation., , and . IEEE Access, (2019)Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network (Short Paper)., and . GIScience, volume 114 of LIPIcs, page 69:1-69:7. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2018)