'Say EM' for Selecting Probabilistic Models for Logical Sequences
Kristian KerstingTapani RaikoPublished in: CoRR (2012)
Keyphrases
- probabilistic model
- expectation maximization
- generative model
- graphical models
- mixture model
- conditional random fields
- bayesian networks
- latent variables
- em algorithm
- hidden markov models
- bayesian inference
- language model
- probabilistic latent semantic analysis
- sequential patterns
- variable length
- conditional probabilities
- selection algorithm
- hidden variables
- data sets
- parameter estimation
- unsupervised learning
- maximum likelihood
- markov random field
- higher order
- clustering algorithm
- machine learning
- databases
- sequence alignment
- real time
- biological sequences
- long sequences
- logical operations