Modeling Spatio-Temporal Extreme Events Using Graphical Models.
Hang YuJustin DauwelsPublished in: IEEE Trans. Signal Process. (2016)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- random variables
- probabilistic graphical models
- probabilistic inference
- conditional random fields
- approximate inference
- map inference
- bayesian networks
- markov networks
- factor graphs
- structure learning
- belief networks
- conditional independence
- image sequences
- influence diagrams
- exact inference
- loopy belief propagation
- undirected graphical models
- databases
- extreme events