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

Siirtola, Pekka; Röning, Juha

Siirtola, Pekka; Röning, Juha.

Affiliation

Siirtola P; Biomimetics and Intelligent Systems Group, University of Oulu, P.O. BOX 4500, FI-90014 Oulu, Finland.
Röning J; Biomimetics and Intelligent Systems Group, University of Oulu, P.O. BOX 4500, FI-90014 Oulu, Finland.

Sensors (Basel) ; 19(23)2019 Nov 25.

Article in En | MEDLINE | ID: mdl-31775243

Subject(s)

Human Activities/statistics & numerical data; Supervised Machine Learning/statistics & numerical data; Algorithms; Artificial Intelligence/statistics & numerical data; Discriminant Analysis; Humans

Key words

human AI collaboration; human activity recognition; incremental learning; personalization

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Supervised Machine Learning / Human Activities Type of study: Prognostic_studies Limits: Humans Language: En Journal: Sensors (Basel) Year: 2019 Type: Article Affiliation country: Finland

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