factorial hidden Markov model
GPTKB entity
Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
probabilistic graphical model |
| gptkbp:describedBy |
gptkb:Ghahramani_and_Jordan,_1997
|
| gptkbp:field |
gptkb:artificial_intelligence
pattern recognition |
| gptkbp:generalizes |
Markov chain
|
| gptkbp:hasComponent |
multiple Markov chains
|
| gptkbp:hasProperty |
latent variables
emission probabilities discrete states factorial structure state transition probabilities |
| https://www.w3.org/2000/01/rdf-schema#label |
factorial hidden Markov model
|
| gptkbp:inferenceMethod |
gptkb:Markov_chain_Monte_Carlo
variational inference expectation maximization |
| gptkbp:relatedTo |
Markov chain
|
| gptkbp:usedIn |
gptkb:machine_learning
speech recognition time series analysis |
| gptkbp:bfsParent |
gptkb:Hidden_Markov_model
|
| gptkbp:bfsLayer |
6
|