Stylianos Paraschiakos

According to our database, Stylianos Paraschiakos authored at least 5 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

A recurrent neural network architecture to model physical activity energy expenditure in older people.

Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai, P. Eline Slagboom, Marian Beekman, Arno J. Knobbe

Data Min. Knowl. Discov., 2022

2020

Activity recognition using wearable sensors for tracking the elderly.

Stylianos Paraschiakos, Ricardo Cachucho, Matthijs Moed, Diana van Heemst, Simon Mooijaart, P. Eline Slagboom, Arno J. Knobbe, Marian Beekman

User Model. User Adapt. Interact., 2020

RNNs on Monitoring Physical Activity Energy Expenditure in Older People.

Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai, P. Eline Slagboom, Marian Beekman, Arno J. Knobbe

CoRR, 2020

2019

Building robust models for Human Activity Recognition from raw accelerometers data using Gated Recurrent Units and Long Short Term Memory Neural Networks.

Jeremiah Okai, Stylianos Paraschiakos, Marian Beekman, Arno J. Knobbe, Cláudio Rebelo de Sá

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

ClaRe: Classification and Regression Tool for Multivariate Time Series.

Ricardo Cachucho, Stylianos Paraschiakos, Kaihua Liu, Benjamin van der Burgh, Arno J. Knobbe

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018