Markov Networks for Detecting Overalpping Elements in Sequence Data.
Joseph BockhorstMark CravenPublished in: NIPS (2004)
Keyphrases
- sequence data
- markov networks
- graphical models
- maximum likelihood
- belief propagation
- probabilistic graphical models
- maximum margin
- sequence classification
- first order logic
- hidden variables
- bayesian networks
- profile hidden markov models
- bayesian inference
- conditional random fields
- markov random field
- structured prediction
- probabilistic model
- posterior probability
- document classification
- structure learning
- conditional probabilities
- random variables
- graph cuts
- probability distribution
- artificial intelligence