Functional data clustering by projection into latent generalized hyperbolic subspaces
type: Item
instance of: scholarly article
title: Functional data clustering by projection into latent generalized hyperbolic subspaces
author: Alex Sharp
author: Ryan P. Browne
published in: Advances in Data Analysis and Classification. ADAC
publication date: 2021-11-24T00:00:00Z
Mathematics Subject Classification ID: 62R10
zbMATH DE Number: 7433036
zbMATH Keywords: model-based clustering
zbMATH Keywords: functional data analysis
zbMATH Keywords: dimension reduction
zbMATH Keywords: functional principal component analysis
zbMATH Keywords: EM algorithm
describes a project that uses: QRM
describes a project that uses: funHDDC
MaRDI profile type: Publication
Wikidata QID: Q115602023
full work available at URL: s11634-020-00432-5
OpenAlex ID: W3119925796
cites work: Model-Based Gaussian and Non-Gaussian Clustering
cites work: The theory of dynamic programming
cites work: Regularized estimation of large covariance matrices
cites work: Model-based clustering of high-dimensional data: a review
cites work: Model-based clustering of time series in group-specific functional subspaces
cites work: High-dimensional data clustering
cites work: The discriminative functional mixture model for a comparative analysis of bike sharing systems
cites work: A mixture of generalized hyperbolic distributions
cites work: Penalized discriminant analysis
cites work: Functional data clustering: a survey
cites work: Model-based clustering for multivariate functional data
cites work: Clustering for Sparsely Sampled Functional Data
cites work: Subspace clustering for the finite mixture of generalized hyperbolic distributions
cites work: Mixture inner product spaces and their application to functional data analysis
cites work: Modelling high-dimensional data by mixtures of factor analyzers
cites work: Extension of the mixture of factor analyzers model to incorporate the multivariate \(t\)-distribution
cites work: Q5253267
cites work: Clustering multivariate functional data in group-specific functional subspaces
DOI: 10.1007/S11634-020-00432-5
Recommended article: Clustering of functional data in a low-dimensional subspace
Recommended article: Dimension-reduced clustering of functional data via subspace separation
Recommended article: Clustering multivariate functional data in group-specific functional subspaces
Recommended article: Clustering Functional Data on Convex Function Spaces
Recommended article: Functional data clustering: a survey
Recommended article: Correlation-Based Functional Clustering via Subspace Projection
Recommended article: A joint latent factor analyzer and functional subspace model for clustering multivariate functional data
Recommended article: Identifying cluster number for subspace projected functional data clustering
Recommended article: Clustering Functional Data into Groups by Using Projections
Recommended article: Nonparametric clustering of functional data
description: scientific article; zbMATH DE number 7433036