Robust fuzzy clustering based on quantile autocovariances
type: Item
instance of: scholarly article
title: Robust fuzzy clustering based on quantile autocovariances
zbMATH Open document ID: 1467.62118
author: Borja Lafuente-Rego
author: Pierpaolo D'Urso
author: José A. Vilar
published in: Statistical Papers
publication date: 2021-06-03T00:00:00Z
full work available at URL: http://hdl.handle.net/11573/1336460
Mathematics Subject Classification ID: 62H86
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 62G08
Mathematics Subject Classification ID: 62M10
Mathematics Subject Classification ID: 62P05
zbMATH DE Number: 7354458
zbMATH Keywords: time series data
zbMATH Keywords: robust fuzzy \(C\)-medoids clustering
zbMATH Keywords: quantile autocovariances
zbMATH Keywords: exponential distance
zbMATH Keywords: noise cluster
zbMATH Keywords: trimming
describes a project that uses: quantilogram
describes a project that uses: clusfind
describes a project that uses: Tsclust
MaRDI profile type: Publication
OpenAlex ID: W2898225719
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cites work: The quantilogram: with an application to evaluating directional predictability
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Robust fuzzy clustering based on quantile autocovariances (Wikidata QID)
Wikidata QID: Q129029933

Robust fuzzy clustering based on quantile autocovariances (DOI)
DOI: 10.1007/S00362-018-1053-6