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Matched Filter Interpretation of CNN Classifiers with Application to HAR

Time series classification is an active research topic due to its wide range of applications and the proliferation of sensory data. Convolutional neural networks (CNNs) are ubiquitous in modern machine learning (ML) models. In this work, we present a matched filter (MF) interpretation of CNN classif...

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Detalles Bibliográficos
Autor principal: Farag, Mohammed M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9607232/
https://www.ncbi.nlm.nih.gov/pubmed/36298408
http://dx.doi.org/10.3390/s22208060