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DESCRIPTION
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DESCRIPTION
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Type: Package
Package: flamingos
Title: Functional Latent Data Models for Clustering Heterogeneous Curves ('FLaMingos')
Version: 0.1.0.9000
Authors@R: c(person("Faicel", "Chamroukhi", role = c("aut"),
email = "faicel.chamroukhi@unicaen.fr",
comment = c(ORCID = "0000-0002-5894-3103")),
person("Florian", "Lecocq", role = c("aut", "trl", "cre"),
comment = ("R port"),
email = "florian.lecocq@outlook.com"),
person("Marius", "Bartcus", role = c("aut","trl"),
comment = ("R port"),
email = "marius.bartcus@gmail.com"))
Description: Provides a variety of original and flexible user-friendly
statistical latent variable models for the simultaneous clustering and
segmentation of heterogeneous functional data (i.e time series, or more
generally longitudinal data, fitted by unsupervised algorithms, including
EM algorithms. Functional Latent Data Models for Clustering heterogeneous
curves ('FLaMingos') are originally introduced and written in 'Matlab' by
Faicel Chamroukhi
<https://github.com/fchamroukhi?utf8=?&tab=repositories&q=mix&type=public&language=matlab>.
The references are mainly the following ones.
Chamroukhi F. (2010) <https://chamroukhi.com/FChamroukhi-PhD.pdf>.
Chamroukhi F., Same A., Govaert, G. and Aknin P. (2010) <doi:10.1016/j.neucom.2009.12.023>.
Chamroukhi F., Same A., Aknin P. and Govaert G. (2011) <doi:10.1109/IJCNN.2011.6033590>.
Same A., Chamroukhi F., Govaert G. and Aknin, P. (2011) <doi:10.1007/s11634-011-0096-5>.
Chamroukhi F., and Glotin H. (2012) <doi:10.1109/IJCNN.2012.6252818>.
Chamroukhi F., Glotin H. and Same A. (2013) <doi:10.1016/j.neucom.2012.10.030>.
Chamroukhi F. (2015) <https://chamroukhi.com/FChamroukhi-HDR.pdf>.
Chamroukhi F. and Nguyen H-D. (2019) <doi:10.1002/widm.1298>.
URL: https://github.com/fchamroukhi/FLaMingos
BugReports:https://github.com/fchamroukhi/FLaMingos/issues
License: GPL (>= 3)
Depends:
R (>= 2.10)
Imports:
methods,
stats,
Rcpp
Suggests:
knitr,
rmarkdown
LinkingTo:
Rcpp,
RcppArmadillo
Collate:
flamingos-package.R
RcppExports.R
utils.R
kmeans.R
mkStochastic.R
FData.R
ParamMixHMM.R
ParamMixHMMR.R
ParamMixRHLP.R
StatMixHMM.R
StatMixHMMR.R
StatMixRHLP.R
ModelMixHMMR.R
ModelMixHMM.R
ModelMixRHLP.R
emMixHMM.R
emMixHMMR.R
emMixRHLP.R
cemMixRHLP.R
data-toydataset.R
VignetteBuilder: knitr
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 6.1.1