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Interpretable Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings

This article introduces a novel approach to the classification of categorical time series under the supervised learning paradigm. To construct meaningful features for categorical time series classification, we consider two relevant quantities: the spectral envelope and its corresponding set of optim...

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Detalles Bibliográficos
Autores principales: Li, Zeda, Bruce, Scott A., Cai, Tian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10210597/
https://www.ncbi.nlm.nih.gov/pubmed/37234236