@InProceedings{yan_et_al:LIPIcs.GISCIENCE.2018.69, author = {Yan, Xiongfeng and Ai, Tinghua}, title = {{Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network}}, booktitle = {10th International Conference on Geographic Information Science (GIScience 2018)}, pages = {69:1--69:7}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-083-5}, ISSN = {1868-8969}, year = {2018}, volume = {114}, editor = {Winter, Stephan and Griffin, Amy and Sester, Monika}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GISCIENCE.2018.69}, URN = {urn:nbn:de:0030-drops-93973}, doi = {10.4230/LIPIcs.GISCIENCE.2018.69}, annote = {Keywords: Building pattern, Graph CNN, Spatial analysis, Machine learning} }