Issue 2/2023
GeoSpatial Artificial Intelligence
Content (8 Articles)
ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects
Ganmin Yin, Zhou Huang, Yi Bao, Han Wang, Linna Li, Xiaolei Ma, Yi Zhang
Open Access
HyperQuaternionE: A hyperbolic embedding model for qualitative spatial and temporal reasoning
Ling Cai, Krzysztof Janowicz, Rui Zhu, Gengchen Mai, Bo Yan, Zhangyu Wang
Knowledge distillation based lightweight building damage assessment using satellite imagery of natural disasters
Yanbing Bai, Jinhua Su, Yulong Zou, Bruno Adriano
Semi-supervised geological disasters named entity recognition using few labeled data
Xinya Lei, Weijing Song, Runyu Fan, Ruyi Feng, Lizhe Wang
Towards general-purpose representation learning of polygonal geometries
Gengchen Mai, Chiyu Jiang, Weiwei Sun, Rui Zhu, Yao Xuan, Ling Cai, Krzysztof Janowicz, Stefano Ermon, Ni Lao
Snapshot ensemble-based residual network (SnapEnsemResNet) for remote sensing image scene classification
Muhammad Ibraheem Siddiqui, Khurram Khan, Adnan Fazil, Muhammad Zakwan