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Novel feature extraction method for signal analysis based on independent component analysis and wavelet transform

Feature extraction is an important part of data processing that provides a basis for more complicated tasks such as classification or clustering. Recently many approaches for signal feature extraction were created. However, plenty of proposed methods are based on convolutional neural networks. This...

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Detalles Bibliográficos
Autores principales: Topolski, Mariusz, Kozal, Jędrzej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8675669/
https://www.ncbi.nlm.nih.gov/pubmed/34914722
http://dx.doi.org/10.1371/journal.pone.0260764