Incremental Learning to Personalize Human Activity Recognition Models: The Importance of Human AI Collaboration †

This study presents incremental learning based methods to personalize human activity recognition models. Initially, a user-independent model is used in the recognition process. When a new user starts to use the human activity recognition application, personal streaming data can be gathered. Of cours...

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Detalles Bibliográficos
Autores principales: Siirtola, Pekka, Röning, Juha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928956/
https://www.ncbi.nlm.nih.gov/pubmed/31775243
http://dx.doi.org/10.3390/s19235151

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928956/
https://www.ncbi.nlm.nih.gov/pubmed/31775243
http://dx.doi.org/10.3390/s19235151

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