Estimating discrete Markov models from various incomplete data schemes.
Alberto PasanisiShuai FuNicolas BousquetPublished in: Comput. Stat. Data Anal. (2012)
Keyphrases
- markov models
- incomplete data
- sequence prediction
- markov model
- hidden markov models
- maximum entropy
- higher order
- missing values
- missing data
- learning bayesian networks
- bayesian networks
- em algorithm
- incomplete data sets
- conditional random fields
- social networks
- training data
- posterior distribution
- undirected graph
- markov chain
- maximum likelihood
- k means