Fuzzy clustering of time series using extremes
type: Item
instance of: scholarly article
title: Fuzzy clustering of time series using extremes
zbMATH Open document ID: 1381.62162
author: Pierpaolo D'Urso
author: Andres M. Alonso
author: Elizabeth Ann Maharaj
published in: Fuzzy Sets and Systems
publication date: 2018-02-20T00:00:00Z
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 62M10
Mathematics Subject Classification ID: 62H86
Mathematics Subject Classification ID: 62M86
zbMATH DE Number: 6841023
zbMATH Keywords: fuzzy \(c\)-means clustering
zbMATH Keywords: fuzzy \(c\)-medoids clustering
zbMATH Keywords: time series data
zbMATH Keywords: \(r\)-largest order statistics
zbMATH Keywords: generalised extreme value distribution
describes a project that uses: Silhouettes
describes a project that uses: ismev
MaRDI profile type: Publication
full work available at URL: j.fss.2016.10.006
OpenAlex ID: W2532750312
cites work: An introduction to statistical modeling of extreme values
cites work: A fuzzy extension of the silhouette width criterion for cluster analysis
cites work: Well-Separated Clusters and Optimal Fuzzy Partitions
cites work: FUZZY C-MEANS CLUSTERING MODELS FOR MULTIVARIATE TIME-VARYING DATA: DIFFERENT APPROACHES
cites work: Q3067756
cites work: Cluster differences scaling with a within-clusters loss component and a fuzzy successive approximation strategy to avoid local minima
cites work: Fuzzy clusterwise generalized structured component analysis
cites work: Wavelet-based fuzzy clustering of time series
cites work: Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
cites work: Extreme value and cluster analysis of European daily temperature series
DOI: 10.1016/J.FSS.2016.10.006
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description: scientific article; zbMATH DE number 6841023