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Incremental Learning of Human Activities in Smart Homes

Sensor-based human activity recognition has been extensively studied. Systems learn from a set of training samples to classify actions into a pre-defined set of ground truth activities. However, human behaviours vary over time, and so a recognition system should ideally be able to continuously learn...

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Detalles Bibliográficos
Autores principales: Chua, Sook-Ling, Foo, Lee Kien, Guesgen, Hans W., Marsland, Stephen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9656698/
https://www.ncbi.nlm.nih.gov/pubmed/36366154
http://dx.doi.org/10.3390/s22218458