Tracking of spectral lines in an ARCAP time-frequency representation. - Manuel Davy; Benoit Leprettre; Christian Doncarli; Nadine Martin (EUSIPCO, 1998)

Using ARCAP time-frequency representations for decision. - Hélène Cottereau; Manuel Davy; Christian Doncarli; Nadine Martin (EUSIPCO, 2000)

Supervised classification using MCMC methods. - Manuel Davy; Christian Doncarli; Jean-Yves Tourneret (ICASSP, 2000)

Loudspeaker fault detection using time-frequency representations. - Manuel Davy; Hélène Cottereau; Christian Doncarli (ICASSP, 2001)

Improved optimization of time-frequency-based signal classifiers. - Manuel Davy; Christian Doncarli; Gloria Faye Boudreaux-Bartels (IEEE Signal Process. Lett., 2001)

A particle filtering technique for Jump Markov Systems. - Christophe Andrieu; Manuel Davy; Arnaud Doucet (EUSIPCO, 2002)

Efficient particle filtering for Jump Markov Systems. - Christophe Andrieu; Manuel Davy; Arnaud Doucet (ICASSP, 2002)

Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation. - Manuel Davy; Simon J. Godsill (ICASSP, 2002)

Hierarchical Bayesian classification of chirp signals. - Christian Doncarli; Manuel Davy; Jean-Yves Tourneret (ICASSP, 2002)

Bayesian harmonic models for musical pitch estimation and analysis. - Simon J. Godsill; Manuel Davy (ICASSP, 2002)

Optimized support vector machines for nonstationary signal classification. - Manuel Davy; Arthur Gretton; Arnaud Doucet; Peter J. W. Rayner (IEEE Signal Process. Lett., 2002)

Classification of chirp signals using hierarchical Bayesian learning and MCMC methods. - Manuel Davy; Christian Doncarli; Jean-Yves Tourneret (IEEE Trans. Signal Process., 2002)

Two approaches for the estimation of time-varying amplitude multichirp signals. - Hélène Cottereau; Jean-Marie Piasco; Christian Doncarli; Manuel Davy (ICASSP (6), 2003)

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

Copulas: a new insight into positive time-frequency distributions. - Manuel Davy; Arnaud Doucet (IEEE Signal Process. Lett., 2003)

Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions. - Christophe Andrieu; Manuel Davy; Arnaud Doucet (IEEE Trans. Signal Process., 2003)

Fast MCMC computations for the estimation of sparse processes from noisy observations. - Manuel Davy; Jérôme Idier (ICASSP (2), 2004)

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)

Tracking of time-frequency components using particle filtering. - Corentin Dubois; Manuel Davy; Jérôme Idier (ICASSP (4), 2005)

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

Unsupervised speaker indexing using one-class Support Vector Machines. - Belkacem Fergani; Manuel Davy; Amrane Houacine (EUSIPCO, 2006)

Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures. - Francois Caron; Manuel Davy; Arnaud Doucet; Emmanuel Duflos; Philippe Vanheeghe (FUSION, 2006)

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

Maximum Likelihood Parameter Estimation for Latent Variable Models Using Sequential Monte Carlo. - Adam M. Johansen; Arnaud Doucet; Manuel Davy (ICASSP (3), 2006)

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

An abrupt change detection algorithm for buried landmines localization. - Delphine Potin; Philippe Vanheeghe; Emmanuel Duflos; Manuel Davy (IEEE Trans. Geosci. Remote. Sens., 2006)

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

A unified view of TD algorithms, introducing Full-gradient TD and Equi-gradient descent TD. - Manuel Loth; Philippe Preux; Manuel Davy (ESANN, 2007)

One-class SVM regularization path and comparison with alpha seeding. - Alain Rakotomamonjy; Manuel Davy (ESANN, 2007)

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

Bayesian Unsupervised Signal Classification by Dirichlet Process Mixtures of Gaussian Processes. - Edmund S. Jackson; Manuel Davy; Arnaud Doucet; William J. Fitzgerald 001 (ICASSP (3), 2007)

Generalized Polya Urn for Time-varying Dirichlet Process Mixtures. - Francois Caron; Manuel Davy; Arnaud Doucet (UAI, 2007)

Joint Detection and Tracking of Time-Varying Harmonic Components: A Flexible Bayesian Approach. - Corentin Dubois; Manuel Davy (IEEE Trans. Speech Audio Process., 2007)

Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning. - Francois Caron; Manuel Davy; Emmanuel Duflos; Philippe Vanheeghe (IEEE Trans. Signal Process., 2007)

Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach. - Nicolas Dobigeon; Jean-Yves Tourneret; Manuel Davy (IEEE Trans. Signal Process., 2007)

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

Particle methods for maximum likelihood estimation in latent variable models. - Adam M. Johansen; Arnaud Doucet; Manuel Davy (Stat. Comput., 2008)

Speaker diarization using one-class support vector machines. - Belkacem Fergani; Manuel Davy; Amrane Houacine (Speech Commun., 2008)

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

Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures. - Francois Caron; Manuel Davy; Arnaud Doucet; Emmanuel Duflos; Philippe Vanheeghe (IEEE Trans. Signal Process., 2008)

Nonlinear functional regression: a functional RKHS approach. - Hachem Kadri; Emmanuel Duflos; Philippe Preux; Stéphane Canu; Manuel Davy (AISTATS, 2010)

Generative Supervised Classification Using Dirichlet Process Priors. - Manuel Davy; Jean-Yves Tourneret (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

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

Online Bayesian Inference in Some Time-Frequency Representations of Non-Stationary Processes. - Richard Geoffrey Everitt; Christophe Andrieu; Manuel Davy (IEEE Trans. Signal Process., 2013)

Generalized Pólya Urn for Time-Varying Pitman-Yor Processes. - François Caron; Willie Neiswanger; Frank D. Wood; Arnaud Doucet; Manuel Davy (J. Mach. Learn. Res., 2017)

An Approximate Method for Integrated Stochastic Replenishment Planning with Supplier Selection. - Rabin Kumar Sahu; Clarisse Dhaenens; Nadarajen Veerapen; Manuel Davy (ICORES, 2020)

Multi-periodic Joint Replenishment Planning Method for Various All-unit Discounts. - Agathe Métaireau; Rabin Kumar Sahu; Simon Delecourt; Alexandre Gerussi; Manuel Davy (ICORES, 2022)

Adaptive Local Search for Real-World Multi-echelon Inventory Control. - Agathe Métaireau; Clarisse Dhaenens; Nadarajen Veerapen; Manuel Davy (EvoApplications (2), 2025)