Stylianos Paraschiakos

Activity recognition using wearable sensors for tracking the elderly

Stylianos Paraschiakos, Ricardo Cachucho, Matthijs Moed et al. · User Modeling and User-Adapted Interaction · 2020 · 55 citations · Full text

Physical Activity, Wrist Accelerometers, Adapted Physical Activity +22

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 et al. · 2019 · 29 citations · Full text

Engineering, Machine Learning, Human Pose Estimation +22

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

Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai et al. · Data Mining and Knowledge Discovery · 2022 · 27 citations · Full text

Accuracy of Heart Rate Measurement by the Fitbit Charge 2 During Wheelchair Activities in People With Spinal Cord Injury: Instrument Validation Study

Dirk Hoevenaars, Iris E. Yocarini, Stylianos Paraschiakos et al. · JMIR Rehabilitation and Assistive Technologies · 2022 · 13 citations · Full text