Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification

The scarcity of labelled time-series data can hinder a proper training of deep learning models. This is especially relevant for the growing field of ubiquitous computing, where data coming from wearable devices have to be analysed using pattern recognition techniques to provide meaningful applicatio...

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Detalles Bibliográficos
Autores principales: Li, Frédéric, Shirahama, Kimiaki, Nisar, Muhammad Adeel, Huang, Xinyu, Grzegorzek, Marcin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7435596/
https://www.ncbi.nlm.nih.gov/pubmed/32751855
http://dx.doi.org/10.3390/s20154271

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7435596/
https://www.ncbi.nlm.nih.gov/pubmed/32751855
http://dx.doi.org/10.3390/s20154271

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