11 citations · 22 across the 12 of their papers we have counts for
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cs.LG2019★ 5 cited
From User-independent to Personal Human Activity Recognition Models Exploiting the Sensors of a Smartphone
Pekka Siirtola, Heli Koskimäki, Juha Röning
In this study, a novel method to obtain user-dependent human activity recognition models unobtrusively by exploiting the sensors of a smartphone is presented. The recognition consi…
cs.LG2019★ 4 cited
Importance of user inputs while using incremental learning to personalize human activity recognition models
Pekka Siirtola, Heli Koskimäki, Juha Röning
In this study, importance of user inputs is studied in the context of personalizing human activity recognition models using incremental learning. Inertial sensor data from three bo…