147 citations · 215 across the 4 of their papers we have counts for
4 papers
HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data
Abduallah Mohamed, Fernando Lejarza, Stephanie Cahail +2
The problem of human activity recognition from mobile sensor data applies to multiple domains, such as health monitoring, personal fitness, daily life logging, and senior care. A c…
Optimal discharge of patients from intensive care via a data-driven policy learning framework
Fernando Lejarza, Jacob Calvert, Misty M Attwood +2
Clinical decision support tools rooted in machine learning and optimization can provide significant value to healthcare providers, including through better management of intensive…
DySMHO: Data-Driven Discovery of Governing Equations for Dynamical Systems via Moving Horizon Optimization
Fernando Lejarza, Michael Baldea
Discovering the governing laws underpinning physical and chemical phenomena is a key step towards understanding and ultimately controlling systems in science and engineering. We in…
Modeling, state estimation, and optimal control for the US COVID-19 outbreak
Calvin Tsay, Fernando Lejarza, Mark A. Stadtherr +1
The novel coronavirus SARS-CoV-2 and resulting COVID-19 disease have had an unprecedented spread and continue to cause an increasing number of fatalities worldwide. While vaccines…