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F4: An All-Purpose Tool for Multivariate Time Series Classification

F4: An All-Purpose Tool for Multivariate Time Series Classification

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_2a038fa6c179424a9867340d7037a98e

F4: An All-Purpose Tool for Multivariate Time Series Classification

About this item

Full title

F4: An All-Purpose Tool for Multivariate Time Series Classification

Publisher

Basel: MDPI AG

Journal title

Mathematics (Basel), 2021-12, Vol.9 (23), p.3051

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

We propose Fast Forest of Flexible Features (F4), a novel approach for classifying multivariate time series, which is aimed to discriminate between underlying generating processes. This goal has barely been addressed in the literature. F4 consists of two steps. First, a set of features based on the quantile cross-spectral density and the maximum ov...

Alternative Titles

Full title

F4: An All-Purpose Tool for Multivariate Time Series Classification

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_2a038fa6c179424a9867340d7037a98e

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_2a038fa6c179424a9867340d7037a98e

Other Identifiers

ISSN

2227-7390

E-ISSN

2227-7390

DOI

10.3390/math9233051

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