A reversible jump MCMC algorithm for Bayesian curve fitting by using smooth transition regression models. - Matthieu Sanquer; Florent Chatelain; Mabrouka El-Guedri; Nadine Martin (ICASSP, 2011)

Hierarchical Bayesian learning for electrical transient classification. - Matthieu Sanquer; Florent Chatelain; Mabrouka El-Guedri; Nadine Martin (ICASSP, 2013)

A Smooth Transition Model for Multiple-Regime Time Series. - Matthieu Sanquer; Florent Chatelain; Mabrouka El-Guedri; Nadine Martin (IEEE Trans. Signal Process., 2013)