Efficient approximations for learning phylogenetic HMM models from data.
Vladimir JojicNebojsa JojicChristopher MeekDan GeigerAdam C. SiepelDavid HausslerDavid HeckermanPublished in: ISMB/ECCB (Supplement of Bioinformatics) (2004)
Keyphrases
- prior knowledge
- accurate models
- learning models
- data sets
- learned models
- training data
- database
- data collection
- data processing
- learning algorithm
- probabilistic model
- knowledge discovery
- learning process
- model selection
- background knowledge
- relational models
- data structure
- statistical analysis
- high dimensional data
- bayesian methods
- hidden variables
- historical data
- missing data
- data analysis
- statistical methods
- experimental data
- hidden markov models
- learning systems
- data model
- online learning
- data sources