Support vector-based online detection of abrupt changes. - Frédéric Desobry; Manuel Davy (ICASSP (4), 2003)

On-line one-class support vector machines. An application to signal segmentation. - Arthur Gretton; Frédéric Desobry (ICASSP (2), 2003)

Dissimilarity measures in feature space. - Frédéric Desobry; Manuel Davy (ICASSP (5), 2004)

A Class of Kernels For Sets of Vectors. - Frédéric Desobry; Manuel Davy; William J. Fitzgerald 001 (ESANN, 2005)

An online kernel change detection algorithm. - Frédéric Desobry; Manuel Davy; Christian Doncarli (IEEE Trans. Signal Process., 2005)

Estimation of Minimum Measure Sets in Reproducing Kernel Hilbert Spaces and Applications. - Manuel Davy; Frédéric Desobry; Stéphane Canu (ICASSP (3), 2006)

Kernel PCA Based Estimation of the Mixing Matrix in Linear Instantaneous Mixtures of Sparse Sources. - Frédéric Desobry; Cédric Févotte (ICASSP (5), 2006)

An online support vector machine for abnormal events detection. - Manuel Davy; Frédéric Desobry; Arthur Gretton; Christian Doncarli (Signal Process., 2006)

Density Kernels on Unordered Sets for Kernel-Based Signal Processing. - Frédéric Desobry; Manuel Davy; William J. Fitzgerald 001 (ICASSP (2), 2007)