Detecting nominal variables' spatial associations using conditional probabilities of neighboring surface objects' categories.
Hexiang BaiDeyu LiYong GeJinfeng WangPublished in: Inf. Sci. (2016)
Keyphrases
- conditional probabilities
- bayesian networks
- d objects
- random variables
- probabilistic model
- probability distribution
- probabilistic inference
- spatial location
- relative position
- belief networks
- joint distribution
- spatial relationships
- bayesian model
- spatial relations
- class labels
- bayesian network structure
- spatial objects
- spatial information
- bayesian belief networks
- discrete random variables
- network parameters
- prior probabilities
- object categories
- probability measures
- conditional independence
- data sets
- spatial data
- generative model
- high dimensional
- association rules
- main idea consists