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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Bibliographic Details
Main Authors: Mariusz Topolski, Jędrzej Kozal
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0260764&type=printable
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