uHMM (version 1.0)

uHMM-package: Construct an unsupervised Hidden Markov Model

Description

This package proposes an interface to detect usual or extreme events in a dataset and to characterize their dynamic, by building an unsupervised Hidden Markov Model (use uHMMinterface to launch the interface). Functions can also be used out of the interface to build an uHMM.

Source

Rousseeuw, Kevin, et al. "Hybrid hidden Markov model for marine environment monitoring." Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of 8.1 (2015): 204-213.

Details

Package:

uHMM

Version:

1.0

Date:

2016-04-13

Depends:

R (>= 3.0.0), stats, grDevices

Import:

tcltk, tcltk2, tkrplot, HMM, clValid, class, cluster, FactoMineR, corrplot, chron

License:

GPL (>=2)

LazyLoad:

yes