Context Archives - Journal of Biomedical and Health Informatics (JBHI)

August 31, 2015

Personalization of Energy Expenditure Estimation in Free Living Using Topic Models

Author(s)3: Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft

Personalization of Energy Expenditure Estimation in Free Living Using Topic Models https://www.embs.org/jbhi/wp-content/uploads/sites/18/2015/08/Icon3.png 150 158 Journal of Biomedical and Health Informatics (JBHI) Journal of Biomedical and Health Informatics (JBHI) //www.embs.org/jbhi/wp-content/uploads/sites/18/2022/06/ieee-jbhi-logo2x.png August 31, 2015 March 4, 2022

We introduce an approach to personalize energy expenditure (EE) estimates in free living. First we use Topic Models (TM) to discover activity composites from recognized activity primitives and stay regions…