continuous HMM

GPTKB entity

Statements (21)
Predicate Object
gptkbp:instanceOf Markov chain
gptkbp:application bioinformatics
financial modeling
handwriting recognition
gptkbp:component states
transition probabilities
emission probabilities
observations
initial state probabilities
gptkbp:contrastsWith gptkb:discrete_HMM
gptkbp:emissionDistribution continuous probability distribution
gptkbp:emissionDistributionType gptkb:Gaussian_mixture_model
gptkbp:firstDescribed 1970s
https://www.w3.org/2000/01/rdf-schema#label continuous HMM
gptkbp:observationType continuous-valued vectors
gptkbp:parameter gptkb:Baum-Welch_algorithm
gptkbp:stateTransition Markov chain
gptkbp:usedIn speech recognition
pattern recognition
gptkbp:bfsParent gptkb:Baum–Welch_algorithm
gptkbp:bfsLayer 7