Augmenting correlation structures in spatial data using deep generative models.
Konstantin KlemmerAdriano S. KoshiyamaSebastian FlennerhagPublished in: CoRR (2019)
Keyphrases
- spatial data
- generative model
- spatial databases
- spatial data mining
- probabilistic model
- geographic information systems
- discriminative models
- discriminative learning
- r tree
- deep belief networks
- spatial objects
- geographical information systems
- geospatial data
- prior knowledge
- geo spatial
- hierarchical hidden markov models
- spatial relationships
- semi supervised
- data analysis
- spatial database systems
- generative and discriminative models
- conditional random fields
- data sets
- tree structure
- deep learning
- em algorithm
- spatial clustering
- language model
- image processing
- machine learning