Manuel Davy - RankMe

50 papers A 2B 4C 3Misc 7Journal 18Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Adaptive Local Search for Real-World Multi-echelon Inventory Control. EvoApplications (2) Agathe Métaireau, Clarisse Dhaenens, Nadarajen Veerapen, Manuel Davy
2022	C	`conf`	Multi-periodic Joint Replenishment Planning Method for Various All-unit Discounts. ICORES Agathe Métaireau, Rabin Kumar Sahu, Simon Delecourt, Alexandre Gerussi, Manuel Davy
2020	C	`conf`	An Approximate Method for Integrated Stochastic Replenishment Planning with Supplier Selection. ICORES Rabin Kumar Sahu, Clarisse Dhaenens, Nadarajen Veerapen, Manuel Davy
2017	J	`jnl`	Generalized Pólya Urn for Time-Varying Pitman-Yor Processes. J. Mach. Learn. Res. François Caron, Willie Neiswanger, Frank D. Wood, Arnaud Doucet, Manuel Davy
2013	J	`jnl`	Online Bayesian Inference in Some Time-Frequency Representations of Non-Stationary Processes. IEEE Trans. Signal Process. Richard Geoffrey Everitt, Christophe Andrieu, Manuel Davy
2012	Misc	`conf`	Nonparametric Bayesian supervised classification of functional data. ICASSP Asma Rabaoui, Hachem Kadri, Manuel Davy
2010	J	`jnl`	Generative Supervised Classification Using Dirichlet Process Priors. IEEE Trans. Pattern Anal. Mach. Intell. Manuel Davy, Jean-Yves Tourneret
2010	A	`conf`	Nonlinear functional regression: a functional RKHS approach. AISTATS Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Manuel Davy
2008	J	`jnl`	Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures. IEEE Trans. Signal Process. Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe
2008	J	`jnl`	Particle methods for maximum likelihood estimation in latent variable models. Stat. Comput. Adam M. Johansen, Arnaud Doucet, Manuel Davy
2008	—	`conf`	Robust audio speaker segmentation using one class SVMS. EUSIPCO Hachem Kadri, Manuel Davy, Asma Rabaoui, Zied Lachiri, Noureddine Ellouze
2008	J	`jnl`	Speaker diarization using one-class support vector machines. Speech Commun. Belkacem Fergani, Manuel Davy, Amrane Houacine
2008	J	`jnl`	Using One-Class SVMs and Wavelets for Audio Surveillance. IEEE Trans. Inf. Forensics Secur. Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Ellouze
2007	B	`conf`	A unified view of TD algorithms, introducing Full-gradient TD and Equi-gradient descent TD. ESANN Manuel Loth, Philippe Preux, Manuel Davy
2007	—	`conf`	Bayesian Unsupervised Signal Classification by Dirichlet Process Mixtures of Gaussian Processes. ICASSP (3) Edmund S. Jackson, Manuel Davy, Arnaud Doucet, William J. Fitzgerald
2007	—	`conf`	Density Kernels on Unordered Sets for Kernel-Based Signal Processing. ICASSP (2) Frédéric Desobry, Manuel Davy, William J. Fitzgerald
2007	A	`conf`	Generalized Polya Urn for Time-varying Dirichlet Process Mixtures. UAI Francois Caron, Manuel Davy, Arnaud Doucet
2007	B	`conf`	Improved one-class SVM classifier for sounds classification. AVSS Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Lachiri, Noureddine Ellouze
2007	J	`jnl`	Joint Detection and Tracking of Time-Varying Harmonic Components: A Flexible Bayesian Approach. IEEE Trans. Speech Audio Process. Corentin Dubois, Manuel Davy
2007	J	`jnl`	Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach. IEEE Trans. Signal Process. Nicolas Dobigeon, Jean-Yves Tourneret, Manuel Davy
2007	B	`conf`	One-class SVM regularization path and comparison with alpha seeding. ESANN Alain Rakotomamonjy, Manuel Davy
2007	J	`jnl`	Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning. IEEE Trans. Signal Process. Francois Caron, Manuel Davy, Emmanuel Duflos, Philippe Vanheeghe
2006	J	`jnl`	An abrupt change detection algorithm for buried landmines localization. IEEE Trans. Geosci. Remote. Sens. Delphine Potin, Philippe Vanheeghe, Emmanuel Duflos, Manuel Davy
2006	J	`jnl`	An online support vector machine for abnormal events detection. Signal Process. Manuel Davy, Frédéric Desobry, Arthur Gretton, Christian Doncarli
2006	C	`conf`	Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures. FUSION Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe
2006	—	`conf`	Estimation of Minimum Measure Sets in Reproducing Kernel Hilbert Spaces and Applications. ICASSP (3) Manuel Davy, Frédéric Desobry, Stéphane Canu
2006	—	`conf`	Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach. ICASSP (3) Nicolas Dobigeon, Jean-Yves Tourneret, Manuel Davy
2006	—	`conf`	Maximum Likelihood Parameter Estimation for Latent Variable Models Using Sequential Monte Carlo. ICASSP (3) Adam M. Johansen, Arnaud Doucet, Manuel Davy
2006	—	`conf`	Unsupervised speaker indexing using one-class Support Vector Machines. EUSIPCO Belkacem Fergani, Manuel Davy, Amrane Houacine
2005	B	`conf`	A Class of Kernels For Sets of Vectors. ESANN Frédéric Desobry, Manuel Davy, William J. Fitzgerald
2005	J	`jnl`	An online kernel change detection algorithm. IEEE Trans. Signal Process. Frédéric Desobry, Manuel Davy, Christian Doncarli
2005	—	`conf`	Tracking of time-frequency components using particle filtering. ICASSP (4) Corentin Dubois, Manuel Davy, Jérôme Idier
2004	—	`conf`	Dissimilarity measures in feature space. ICASSP (5) Frédéric Desobry, Manuel Davy
2004	—	`conf`	Fast MCMC computations for the estimation of sparse processes from noisy observations. ICASSP (2) Manuel Davy, Jérôme Idier
2003	J	`jnl`	Copulas: a new insight into positive time-frequency distributions. IEEE Signal Process. Lett. Manuel Davy, Arnaud Doucet
2003	J	`jnl`	Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions. IEEE Trans. Signal Process. Christophe Andrieu, Manuel Davy, Arnaud Doucet
2003	—	`conf`	Support vector-based online detection of abrupt changes. ICASSP (4) Frédéric Desobry, Manuel Davy
2003	—	`conf`	Two approaches for the estimation of time-varying amplitude multichirp signals. ICASSP (6) Hélène Cottereau, Jean-Marie Piasco, Christian Doncarli, Manuel Davy
2002	—	`conf`	A particle filtering technique for Jump Markov Systems. EUSIPCO Christophe Andrieu, Manuel Davy, Arnaud Doucet
2002	Misc	`conf`	Bayesian harmonic models for musical pitch estimation and analysis. ICASSP Simon J. Godsill, Manuel Davy
2002	J	`jnl`	Classification of chirp signals using hierarchical Bayesian learning and MCMC methods. IEEE Trans. Signal Process. Manuel Davy, Christian Doncarli, Jean-Yves Tourneret
2002	Misc	`conf`	Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation. ICASSP Manuel Davy, Simon J. Godsill
2002	Misc	`conf`	Efficient particle filtering for Jump Markov Systems. ICASSP Christophe Andrieu, Manuel Davy, Arnaud Doucet
2002	Misc	`conf`	Hierarchical Bayesian classification of chirp signals. ICASSP Christian Doncarli, Manuel Davy, Jean-Yves Tourneret
2002	J	`jnl`	Optimized support vector machines for nonstationary signal classification. IEEE Signal Process. Lett. Manuel Davy, Arthur Gretton, Arnaud Doucet, Peter J. W. Rayner
2001	J	`jnl`	Improved optimization of time-frequency-based signal classifiers. IEEE Signal Process. Lett. Manuel Davy, Christian Doncarli, Gloria Faye Boudreaux-Bartels
2001	Misc	`conf`	Loudspeaker fault detection using time-frequency representations. ICASSP Manuel Davy, Hélène Cottereau, Christian Doncarli
2000	Misc	`conf`	Supervised classification using MCMC methods. ICASSP Manuel Davy, Christian Doncarli, Jean-Yves Tourneret
2000	—	`conf`	Using ARCAP time-frequency representations for decision. EUSIPCO Hélène Cottereau, Manuel Davy, Christian Doncarli, Nadine Martin
1998	—	`conf`	Tracking of spectral lines in an ARCAP time-frequency representation. EUSIPCO Manuel Davy, Benoit Leprettre, Christian Doncarli, Nadine Martin