no code implementations • 31 Oct 2017 • Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta, Susanna Spinsante
Several types of sensors have been available in off-the-shelf mobile devices, including motion, magnetic, vision, acoustic, and location sensors.
no code implementations • 27 Nov 2019 • Faisal Hussain, Muhammad Basit Umair, Muhammad Ehatisham-ul-Haq, Ivan Miguel Pires, Tânia Valente, Nuno M. Garcia, Nuno Pombo
Falling is a commonly occurring mishap with elderly people, which may cause serious injuries.
no code implementations • 8 Jul 2020 • Ivan Miguel Pires, Faisal Hussain, Nuno M. Garcia, Eftim Zdravevski
However, the performance of machine learning models in activity recognition is crucially affected when there are incomplete activities in a dataset, i. e., having missing samples in dataset captures.