flamingos: Functional Latent Data Models for Clustering Heterogeneous Curves ('FLaMingos')

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>.

Version: 0.1.0
Depends: R (≥ 2.10)
Imports: methods, stats, Rcpp
LinkingTo: Rcpp, RcppArmadillo
Suggests: knitr, rmarkdown
Published: 2019-08-06
Author: Faicel Chamroukhi ORCID iD [aut], Florian Lecocq [aut, trl, cre] (R port), Marius Bartcus [aut, trl] (R port)
Maintainer: Florian Lecocq <florian.lecocq at outlook.com>
BugReports: https://github.com/fchamroukhi/FLaMingos/issues
License: GPL (≥ 3)
URL: https://github.com/fchamroukhi/FLaMingos
NeedsCompilation: yes
Citation: flamingos citation info
Materials: README
CRAN checks: flamingos results

Downloads:

Reference manual: flamingos.pdf
Vignettes: A-quick-tour-of-mixHMM
A-quick-tour-of-mixHMMR
A-quick-tour-of-mixRHLP
Package source: flamingos_0.1.0.tar.gz
Windows binaries: r-devel: flamingos_0.1.0.zip, r-devel-gcc8: flamingos_0.1.0.zip, r-release: flamingos_0.1.0.zip, r-oldrel: flamingos_0.1.0.zip
OS X binaries: r-release: flamingos_0.1.0.tgz, r-oldrel: flamingos_0.1.0.tgz

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