ClaRe: Classification and Regression Tool for Multivariate Time Series. - Ricardo Cachucho; Stylianos Paraschiakos; Kaihua Liu; Benjamin van der Burgh; Arno J. Knobbe (ECML/PKDD (3), 2018)

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 (EMBC, 2019)

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)

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)

GOTOV Human Physical Activity and Energy Expenditure Dataset on Older Individuals. - Stylianos Paraschiakos; Marian Beekman; Arno J. Knobbe; Ricardo Cachucho; P. Eline Slagboom (4TU.Federation, 2021)

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)