CRAN/E | flamingos

flamingos

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

Installation

About

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 . The references are mainly the following ones. Chamroukhi F. (2010) . 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) . Chamroukhi F. and Nguyen H-D. (2019) doi:10.1002/widm.1298.

Citation flamingos citation info
github.com/fchamroukhi/FLaMingos
Bug report File report

Key Metrics

Version 0.1.0
R ≥ 2.10
Published 2019-08-06 1575 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks flamingos results

Downloads

Last 24 hours 0 -100%
Last 7 days 13 -78%
Last 30 days 145 +8%
Last 90 days 401 +6%
Last 365 days 1.755 -36%

Maintainer

Maintainer

Florian Lecocq

florian.lecocq@outlook.com

Authors

Faicel Chamroukhi

aut

Florian Lecocq

aut / trl / cre

(R port)

Marius Bartcus

aut / trl

(R port)

Material

README
Reference manual
Package source

Vignettes

A-quick-tour-of-mixHMM
A-quick-tour-of-mixHMMR
A-quick-tour-of-mixRHLP

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 2.10

Imports

methods
stats
Rcpp

Suggests

knitr
rmarkdown

LinkingTo

Rcpp
RcppArmadillo