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)

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)