hidden Markov model


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hidden Markov model

[¦hid·ən ′mär·kəf ‚mäd·əl]
(mathematics)
A finite-state machine that is also a doubly stochastic process involving at least two levels of uncertainty: a random process associated with each state, and a Markov chain, which characterizes the probabilistic relationship among the states in terms of how likely one state is to follow another.
References in periodicals archive ?
The rest of this paper proceeds as follows: "Literature" section discusses the forward-discount puzzle, "The hidden Markov model" section presents the hidden Markov model, "Analysis of Results" section analyses the initial results, "Exogenous Influences on Regime SwitchingProbabilities" section considers exogenous influences on the probability of switching from one regime to another, and "Conclusion" section concludes.
Ishii, "Recognizing human action in time-sequential images using hidden markov model," in Proc.
Hidden Markov model for human to computer interaction: a study on human hand gesture recognition.
Rabiner, "Tutorial on hidden Markov models and selected applications in speech recognition," Proceedings of the IEEE, vol.
Zhang, "Path plan recognition by CGF based on abstract hidden Markov model," Journal of National University of Defense Technology, vol.
The main approaches in the paper are based on Hidden Markov Model techniques, which encode probabilistic relationships among variables of interest.
First, a hidden Markov model was fit to the sequence of successful plate appearances using the Expectation-Maximization algorithm.
The aim of the present study is to develop an automated system for classifying CT lung images by utilizing a number of traditional feature extraction techniques and the wavelet-domain estimators as well as features derived from texture analysis in the design of Hidden Markov Model [5].
They proposed a combined classifiers that performs better than human classifier and hidden markov model based classifiers.
We are also planning to use second-order Markov model and Hidden Markov Model (HMM) for separating process.
ij](k) are analyzed for Markovian process and Hidden Markov Model as well.
Alexandersson M, Cawley S, Pachter L (2003) SLAM: Cross-species gene finding and alignment with a generalized pair hidden Markov model.