GeoVeX: Geospatial Vectors with Hexagonal Convolutional Autoencoders.
Daniele DonghiAnne MorvanPublished in: GeoAI@SIGSPATIAL (2023)
Keyphrases
- deep belief networks
- restricted boltzmann machine
- denoising
- vector space
- geospatial data
- deep learning
- network architecture
- feature vectors
- spatial data
- big data
- machine learning
- bayesian networks
- geographic information systems
- hexagonal grid
- regular grid
- input pattern
- principal components
- data management
- multiscale
- learning algorithm