Supervised and unsupervised classification approaches for human activity recognition using body-mounted sensors. - Dorra Trabelsi; Samer Mohammed; Faicel Chamroukhi; Latifa Oukhellou; Yacine Amirat (ESANN, 2012)

Activity recognition using body mounted sensors: An unsupervised learning based approach. - Dorra Trabelsi; Samer Mohammed; Yacine Amirat; Latifa Oukhellou (IJCNN, 2012)

Joint segmentation of multivariate time series with hidden process regression for human activity recognition. - Faicel Chamroukhi; Samer Mohammed; Dorra Trabelsi; Latifa Oukhellou; Yacine Amirat (Neurocomputing, 2013)

An Unsupervised Approach for Automatic Activity Recognition Based on Hidden Markov Model Regression. - Dorra Trabelsi; Samer Mohammed; Faicel Chamroukhi; Latifa Oukhellou; Yacine Amirat (IEEE Trans Autom. Sci. Eng., 2013)