Improved one-class SVM classifier for sounds classification. - Asma Rabaoui; Manuel Davy; Stéphane Rossignol; Zied Lachiri; Noureddine Ellouze (AVSS, 2007)

Robust audio speaker segmentation using one class SVMS. - Hachem Kadri; Manuel Davy; Asma Rabaoui; Zied Lachiri; Noureddine Ellouze (EUSIPCO, 2008)

One-Class SVMs Challenges in Audio Detection and Classification Applications. - Asma Rabaoui; Hachem Kadri; Zied Lachiri; Noureddine Ellouze (EURASIP J. Adv. Signal Process., 2008)

Using One-Class SVMs and Wavelets for Audio Surveillance. - Asma Rabaoui; Manuel Davy; Stéphane Rossignol; Zied Ellouze (IEEE Trans. Inf. Forensics Secur., 2008)

GNSS pseudorange error density tracking using Dirichlet Process Mixture. - Nicolas Viandier; Juliette Marais; Asma Rabaoui; Emmanuel Duflos (FUSION, 2010)

Advanced signal processing techniques for multipath mitigation in land transportation environment. - Juliette Marais; Emmanuel Duflos; Nicolas Viandier; Donnay-Fleury Nahimana; Asma Rabaoui (ITSC, 2010)

On selecting the hyperparameters of the DPM models for the density estimation of observation errors. - Asma Rabaoui; Nicolas Viandier; Juliette Marais; Emmanuel Duflos (ICASSP, 2011)

Functional Regularized Least Squares Classication with Operator-valued Kernels. - Hachem Kadri; Asma Rabaoui; Philippe Preux; Emmanuel Duflos; Alain Rakotomamonjy (ICML, 2011)

Nonparametric Bayesian supervised classification of functional data. - Asma Rabaoui; Hachem Kadri; Manuel Davy (ICASSP, 2012)

Dirichlet Process Mixtures for Density Estimation in Dynamic Nonlinear Modeling: Application to GPS Positioning in Urban Canyons. - Asma Rabaoui; Nicolas Viandier; Emmanuel Duflos; Juliette Marais; Philippe Vanheeghe (IEEE Trans. Signal Process., 2012)

Online EM estimation of the Dirichlet process mixtures scale parameter to model the GPS multipath error. - Vincent Pereira; Audrey Giremus; Asma Rabaoui; Éric Grivel (ICASSP, 2013)

Functional Regularized Least Squares Classi cation with Operator-valued Kernels - Hachem Kadri; Asma Rabaoui; Philippe Preux; Emmanuel Duflos; Alain Rakotomamonjy (CoRR, 2013)