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Sensor-Based Human Activity Recognition Using Adaptive Class Hierarchy

In sensor-based human activity recognition, many methods based on convolutional neural networks (CNNs) have been proposed. In the typical CNN-based activity recognition model, each class is treated independently of others. However, actual activity classes often have hierarchical relationships. It is...

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Detalles Bibliográficos
Autores principales: Kondo, Kazuma, Hasegawa, Tatsuhito
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8623838/
https://www.ncbi.nlm.nih.gov/pubmed/34833819
http://dx.doi.org/10.3390/s21227743