International Journal of Geographical Information Science

GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond
pp. 625-636(12)
Authors: Janowicz; Gao; McKenzie; Hu; Bhaduri

Automated terrain feature identification from remote sensing imagery: a deep learning approach
pp. 637-660(24)
Authors: Li; Hsu

Using multi-scale and hierarchical deep convolutional features for 3D semantic classification of TLS point clouds
pp. 661-680(20)
Authors: Guo; Feng

Street-Frontage-Net: urban image classification using deep convolutional neural networks
pp. 681-707(27)
Authors: Law; Seresinhe; Shen; Gutierrez-Roig

Machine learning for cross-gazetteer matching of natural features
pp. 708-734(27)
Authors: Acheson; Volpi; Purves

Spatial interpolation using conditional generative adversarial neural networks
pp. 735-758(24)
Authors: Zhu; Cheng; Zhang; Yao; Gao; Liu

A global analysis of cities’ geosocial temporal signatures for points of interest hours of operation
pp. 759-776(18)
Authors: Sparks; Thakur; Pasarkar; Urban

A locally-constrained YOLO framework for detecting small and densely-distributed building footprints
pp. 777-801(25)
Authors: Xie; Cai; Bhojwani; Shekhar; Knight

A hybrid integrated deep learning model for the prediction of citywide spatio-temporal flow volumes
pp. 802-823(22)
Authors: Ren; Chen; Han; Cheng; Zhang; Chen

Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning
pp. 824-849(26)
Authors: Duan; Chiang; Leyk; Uhl; Knoblock