Search Results for author: Fernando Lejarza

Found 3 papers, 2 papers with code

HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data

1 code implementation7 Mar 2022 Abduallah Mohamed, Fernando Lejarza, Stephanie Cahail, Christian Claudel, Edison Thomaz

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.

Human Activity Recognition

Optimal discharge of patients from intensive care via a data-driven policy learning framework

no code implementations17 Dec 2021 Fernando Lejarza, Jacob Calvert, Misty M Attwood, Daniel Evans, Qingqing Mao

Clinical decision support tools rooted in machine learning and optimization can provide significant value to healthcare providers, including through better management of intensive care units.

Management Off-policy evaluation

DySMHO: Data-Driven Discovery of Governing Equations for Dynamical Systems via Moving Horizon Optimization

1 code implementation30 Jul 2021 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.

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