Stylianos Paraschiakos

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 5

Top Topics

Physical Activity

Multivariate Time Series

Wearable Sensors

Top Venues

User Model. User Adapt. Interact.

Data Min. Knowl. Discov.

Publications

Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai, P. Eline Slagboom, Marian Beekman, Arno J. Knobbe
A recurrent neural network architecture to model physical activity energy expenditure in older people. Data Min. Knowl. Discov. 36 (1) (2022)
Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai, P. Eline Slagboom, Marian Beekman, Arno J. Knobbe
RNNs on Monitoring Physical Activity Energy Expenditure in Older People. CoRR (2020)
Stylianos Paraschiakos, Ricardo Cachucho, Matthijs Moed, Diana van Heemst, Simon Mooijaart, P. Eline Slagboom, Arno J. Knobbe, Marian Beekman
Activity recognition using wearable sensors for tracking the elderly. User Model. User Adapt. Interact. 30 (3) (2020)
Jeremiah Okai, Stylianos Paraschiakos, Marian Beekman, Arno J. Knobbe, Cláudio Rebelo de Sá
Building robust models for Human Activity Recognition from raw accelerometers data using Gated Recurrent Units and Long Short Term Memory Neural Networks. EMBC (2019)
Ricardo Cachucho, Stylianos Paraschiakos, Kaihua Liu, Benjamin van der Burgh, Arno J. Knobbe
ClaRe: Classification and Regression Tool for Multivariate Time Series. ECML/PKDD (3) (2018)