Parallel inference for massive distributed spatial data using low-rank models.
Matthias KatzfussDorit HammerlingPublished in: Stat. Comput. (2017)
Keyphrases
- spatial data
- low rank
- spatial databases
- convex optimization
- spatial data mining
- spatial objects
- geographic information systems
- missing data
- singular value decomposition
- data analysis
- linear combination
- probabilistic model
- geospatial data
- geographical information systems
- high dimensional data
- low rank matrix
- rank minimization
- r tree
- denoising
- active learning
- singular values
- spatial queries
- spatial clustering
- neural network
- matrix completion
- trace norm