Machine Learning of Human Sleep Patterns based on Stage Bout Durations. - Francis W. Usher; Chiying Wang; Sergio A. Alvarez; Carolina Ruiz; Majaz Moonis (HEALTHINF, 2012)

Clustering of Human Sleep Recordings Using a Quantile Representation of Stage Bout Durations. - Chiying Wang; Francis W. Usher; Sergio A. Alvarez; Carolina Ruiz; Majaz Moonis (BIOSTEC (Selected Papers), 2012)

Computational Modeling of Sleep Stage Dynamics using Weibull Semi-Markov Chains. - Chiying Wang; Sergio A. Alvarez; Carolina Ruiz; Majaz Moonis (HEALTHINF, 2013)

Semi-Markov Modeling-Clustering of Human Sleep with Efficient Initialization and Stopping. - Chiying Wang; Sergio A. Alvarez; Carolina Ruiz; Majaz Moonis (BIOSIGNALS, 2014)

Deviation-based Dynamic Time Warping for Clustering Human Sleep. - Chiying Wang; Sergio A. Alvarez; Carolina Ruiz; Majaz Moonis (BIOSIGNALS, 2016)

Modeling and Clustering of Human Sleep Time Series Using Dynamic Time Warping: Sequential and Distributed Implementations. - Chiying Wang; Sergio A. Alvarez; Carolina Ruiz; Majaz Moonis (BIOSTEC (Selected Papers), 2016)