Funclustering: A package for functional data clustering.

Share:

This packages proposes a model-based clustering algorithm for multivariate functional data. The parametric mixture model, based on the assumption of normality of the principal components resulting from a multivariate functional PCA, is estimated by an EM-like algorithm. The main advantage of the proposed algorithm is its ability to take into account the dependence among curves.

Author
Mohamed Soueidatt <mohamed.soueidatt@inria.fr>, <msoueidatt@gmail.com>*.
Date of publication
2014-01-15 12:17:19
Maintainer
Vincent KUBICKI <vincent.kubicki@inria.fr>
License
GPL (>= 2)
Version
1.0.1

View on R-Forge

Man pages

cppMultiData
The C++ code, of this package take to run from the data two...
cppUniData
The C++ code, of this package take to run from the data two...
funclust
funclust, clustering multivariate functional data
Funclustering-package
A package for functional data clustering.
harmsCut
Separates the matrices of the coefficients of harmonics
Input-class
Constructor of Input class
mfpca
Multivariate functional pca
mfpcaPlot
Plot multivariate functional pca
Output-class
Constructor of Output class
plotfd
plot a functional data object
plotOC
plot Original Curves

Files in this package

Funclustering/DESCRIPTION
Funclustering/NAMESPACE
Funclustering/R
Funclustering/R/cpp_data.R
Funclustering/R/funclust.r
Funclustering/R/harmCut.r
Funclustering/R/input.R
Funclustering/R/mfpca.R
Funclustering/R/mfpcaPlot.R
Funclustering/R/output.R
Funclustering/R/plot.R
Funclustering/man
Funclustering/man/Funclustering-package.Rd
Funclustering/man/Input-class.Rd
Funclustering/man/Output-class.Rd
Funclustering/man/cppMultiData.Rd
Funclustering/man/cppUniData.Rd
Funclustering/man/funclust.Rd
Funclustering/man/harmsCut.Rd
Funclustering/man/mfpca.Rd
Funclustering/man/mfpcaPlot.Rd
Funclustering/man/plotOC.Rd
Funclustering/man/plotfd.Rd
Funclustering/src
Funclustering/src/Funclustering
Funclustering/src/Funclustering/makefile
Funclustering/src/Funclustering/src
Funclustering/src/Funclustering/src/IAlgo
Funclustering/src/Funclustering/src/IAlgo/EMAlgo.cpp
Funclustering/src/Funclustering/src/IAlgo/EMAlgo.h
Funclustering/src/Funclustering/src/IAlgo/IAlgo.cpp
Funclustering/src/Funclustering/src/IAlgo/IAlgo.h
Funclustering/src/Funclustering/src/IModel
Funclustering/src/Funclustering/src/IModel/IModel.cpp
Funclustering/src/Funclustering/src/IModel/IModel.h
Funclustering/src/Funclustering/src/IModel/Model.cpp
Funclustering/src/Funclustering/src/IModel/Model.h
Funclustering/src/Funclustering/src/IStrategy
Funclustering/src/Funclustering/src/IStrategy/IStrategy.cpp
Funclustering/src/Funclustering/src/IStrategy/IStrategy.h
Funclustering/src/Funclustering/src/IStrategy/SimpleStrategy.cpp
Funclustering/src/Funclustering/src/IStrategy/SimpleStrategy.h
Funclustering/src/Makevars
Funclustering/src/Makevars.win
Funclustering/src/RfunclustMain.cpp
Funclustering/src/conversion.h
Funclustering/src/mfpca.cpp