uHMM: Construct an Unsupervised Hidden Markov Model

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Construct a Hidden Markov Model with states learnt by unsupervised classification.

Author
Emilie POISSON-CAILLAULT [aut], Paul TERNYNCK [aut, cre]
Date of publication
2016-04-22 16:25:47
Maintainer
Paul TERNYNCK <ternynck@lisic.univ-littoral.fr>
License
GPL (>= 2)
Version
1.0

View on CRAN

Man pages

computeGap
Compute gap between eigenvalues of a similarity matrix
cutCalculation
cutCalculation function
emissionMatrix
Emission matrix estimation
FastSpectralNJW
Jordan Fast Spectral Algorithm
HMMparams
Hidden Markov Model parameter estimation
KmeansAutoElbow
KmeansAutoElbow function
KpartitionNJW
KpartitionNJW function
MarelCarnot
MarelCarnot dataset
selfKNN
Self KNN
spectralPamClusteringNg
spectralPamClusteringNg function
transitionMatrix
Transition matrix estimation
uHMMinterface
Graphical Interface to Build an uHMM
uHMM-package
Construct an unsupervised Hidden Markov Model
ZPGaussianSimilarity
Similarity matrix with local scale parameter

Files in this package

uHMM
uHMM/inst
uHMM/inst/figures
uHMM/inst/figures/hourglass.gif
uHMM/inst/figures/schema_hmm_EN.gif
uHMM/inst/figures/data.gif
uHMM/inst/figures/save.gif
uHMM/inst/figures/schema_hmm_FR.gif
uHMM/inst/figures/import.gif
uHMM/inst/figures/flecheBas.gif
uHMM/inst/figures/fix.gif
uHMM/inst/figures/AeapLogo.gif
uHMM/inst/figures/run.gif
uHMM/inst/figures/loupe.gif
uHMM/inst/figures/LisicLogo.gif
uHMM/inst/figures/IfremerLogo.gif
uHMM/inst/figures/UlcoLogo.gif
uHMM/NAMESPACE
uHMM/data
uHMM/data/MarelCarnot.rda
uHMM/data/datalist
uHMM/R
uHMM/R/1uHMMinterface.r
uHMM/R/classifKmeans.r
uHMM/R/HMMparams.r
uHMM/R/importFile.r
uHMM/R/firstTab.r
uHMM/R/representationPlotFonction.r
uHMM/R/saveDirectory.r
uHMM/R/LabelsLanguages.r
uHMM/R/ZZglobalVars.r
uHMM/R/classifSpectral20000.r
uHMM/R/calculFastSpectral_p.r
uHMM/R/analyseParametresParClasse.r
uHMM/R/selfKNN.r
uHMM/R/fonctionKppvObsCentre.r
uHMM/R/5classificationTab_expert.r
uHMM/R/4classificationTab_standard.r
uHMM/R/7predictionTab.r
uHMM/R/importResults.r
uHMM/R/dateProcessing.r
uHMM/R/3variableTab.r
uHMM/R/periodSelectionFrame.r
uHMM/R/logoFrame.r
uHMM/R/6modelingTab.r
uHMM/R/unSummary.r
uHMM/R/prediction.r
uHMM/R/fonctionMarkovViterbiEstimation.r
uHMM/R/2importTab.r
uHMM/MD5
uHMM/DESCRIPTION
uHMM/man
uHMM/man/transitionMatrix.Rd
uHMM/man/ZPGaussianSimilarity.Rd
uHMM/man/MarelCarnot.Rd
uHMM/man/HMMparams.Rd
uHMM/man/KmeansAutoElbow.Rd
uHMM/man/cutCalculation.Rd
uHMM/man/KpartitionNJW.Rd
uHMM/man/FastSpectralNJW.Rd
uHMM/man/emissionMatrix.Rd
uHMM/man/spectralPamClusteringNg.Rd
uHMM/man/selfKNN.Rd
uHMM/man/uHMM-package.Rd
uHMM/man/computeGap.Rd
uHMM/man/uHMMinterface.Rd