Quantile-based fuzzy \(C\)-means clustering of multivariate time series: robust techniques
type: Item
instance of: scholarly article
title: Quantile-based fuzzy \(C\)-means clustering of multivariate time series: robust techniques
author: Ángel López-Oriona
author: Pierpaolo D'Urso
author: Borja Lafuente-Rego
author: José A. Vilar
published in: International Journal of Approximate Reasoning
publication date: 2022-11-02T00:00:00Z
full work available at URL: https://arxiv.org/abs/2109.11027
Mathematics Subject Classification ID: 68T37
zbMATH DE Number: 7611306
zbMATH Keywords: multivariate time series
zbMATH Keywords: robust fuzzy \(C\)-means
zbMATH Keywords: quantile cross-spectral density
zbMATH Keywords: exponential distance
zbMATH Keywords: noise cluster
zbMATH Keywords: trimming
describes a project that uses: sparcl
MaRDI profile type: Publication
OpenAlex ID: W3199817096
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cites work: A DISTANCE MEASURE FOR CLASSIFYING ARIMA MODELS
cites work: GARCH-based robust clustering of time series
cites work: Clustering time series by linear dependency
cites work: A significance test for classifying arma models
cites work: Quantile autocovariances: a powerful tool for hard and soft partitional clustering of time series
cites work: A periodogram-based metric for time series classification
cites work: Hierarchical time series clustering on tail dependence with linkage based on a multivariate copula approach
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cites work: Discrimination and Clustering for Multivariate Time Series
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cites work: Outlier Detection in Multivariate Time Series by Projection Pursuit
DOI: 10.1016/J.IJAR.2022.07.010
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description: scientific article; zbMATH DE number 7611306