Model-based clustering of time series in group-specific functional subspaces
type: Item
instance of: scholarly article
published in: Advances in Data Analysis and Classification. ADAC
volume: 5
issue: 4
page(s): 281-300
publication date: 2011-10-22T00:00:00Z
publication date: 2012-11-15T00:00:00Z
author: Charles Bouveyron
author: Julien Jacques
title: Model-based clustering of time series in group-specific functional subspaces
zbMATH Open document ID: 1274.62416
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 62M10
Mathematics Subject Classification ID: 62F99
zbMATH DE Number: 6106702
zbMATH Keywords: functional data
zbMATH Keywords: time series clustering
zbMATH Keywords: model-based clustering
zbMATH Keywords: group-specific functional subspaces
zbMATH Keywords: functional PCA
describes a project that uses: funHDDC
describes a project that uses: fda (R)
describes a project that uses: AS 136
MaRDI profile type: Publication
full work available at URL: s11634-011-0095-6
OpenAlex ID: W1990369652
cites work: Model-Based Gaussian and Non-Gaussian Clustering
cites work: High-dimensional data clustering
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cites work: Algorithm AS 136: A K-Means Clustering Algorithm
cites work: Clustering for Sparsely Sampled Functional Data
cites work: PLS classification on functional data
cites work: Estimating the dimension of a model
cites work: Clustering functional data
cites work: Q3996207
cites work: Clustering of time series data -- a survey
DOI: 10.1007/S11634-011-0095-6
description: scientific article; zbMATH DE number 6106702