Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity

Riccardo Presotto, Sannara Ek, Gabriele Civitarese +3

The use of supervised learning for Human Activity Recognition (HAR) on mobile devices leads to strong classification performances. Such an approach, however, requires large amounts…