Manuel Davy

	2010
18		Manuel Davy, Jean-Yves Tourneret: Generative Supervised Classification Using Dirichlet Process Priors. IEEE Trans. Pattern Anal. Mach. Intell. 32(10): 1781-1794 (2010)
17		Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Manuel Davy: Nonlinear functional regression: a functional RKHS approach. Journal of Machine Learning Research - Proceedings Track 9: 374-380 (2010)
	2008
16		Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Ellouze: Using One-Class SVMs and Wavelets for Audio Surveillance. IEEE Transactions on Information Forensics and Security 3(4): 763-775 (2008)
15		Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe: Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures. IEEE Transactions on Signal Processing 56(1): 71-84 (2008)
14		Belkacem Fergani, Manuel Davy, Amrane Houacine: Speaker diarization using one-class support vector machines. Speech Communication 50(5): 355-365 (2008)
13		Adam M. Johansen, Arnaud Doucet, Manuel Davy: Particle methods for maximum likelihood estimation in latent variable models. Statistics and Computing 18(1): 47-57 (2008)
	2007
12		Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Lachiri, Noureddine Ellouze: Improved one-class SVM classifier for sounds classification. AVSS 2007: 117-122
11		Alain Rakotomamonjy, Manuel Davy: One-class SVM regularization path and comparison with alpha seeding. ESANN 2007: 271-276
10		Manuel Loth, Philippe Preux, Manuel Davy: A unified view of TD algorithms, introducing Full-gradient TD and Equi-gradient descent TD. ESANN 2007: 289-294
9		Francois Caron, Manuel Davy, Arnaud Doucet: Generalized Polya Urn for Time-varying Dirichlet Process Mixtures. UAI 2007: 33-40
8		Nicolas Dobigeon, Jean-Yves Tourneret, Manuel Davy: Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach. IEEE Transactions on Signal Processing 55(4): 1251-1263 (2007)
7		Francois Caron, Manuel Davy, Emmanuel Duflos, Philippe Vanheeghe: Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning. IEEE Transactions on Signal Processing 55(6-1): 2703-2719 (2007)
	2006
6		Delphine Potin, Philippe Vanheeghe, Emmanuel Duflos, Manuel Davy: An abrupt change detection algorithm for buried landmines localization. IEEE T. Geoscience and Remote Sensing 44(2): 260-272 (2006)
5		Manuel Davy, Frédéric Desobry, Arthur Gretton, Christian Doncarli: An online support vector machine for abnormal events detection. Signal Processing 86(8): 2009-2025 (2006)
	2005
4		Frédéric Desobry, Manuel Davy, William J. Fitzgerald: A Class of Kernels For Sets of Vectors. ESANN 2005: 461-466
3		Frédéric Desobry, Manuel Davy, Christian Doncarli: An online kernel change detection algorithm. IEEE Transactions on Signal Processing 53(8-2): 2961-2974 (2005)
	2003
2		Christophe Andrieu, Manuel Davy, Arnaud Doucet: Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions. IEEE Transactions on Signal Processing 51(7): 1762-1770 (2003)
	2002
1		Manuel Davy, Christian Doncarli, Jean-Yves Tourneret: Classification of chirp signals using hierarchical Bayesian learning and MCMC methods. IEEE Transactions on Signal Processing 50(2): 377-388 (2002)

Coauthor Index

1	Christophe Andrieu	[2]
2	Stéphane Canu	[17]
3	Francois Caron	[7] [9] [15]
4	Frédéric Desobry	[3] [4] [5]
5	Nicolas Dobigeon	[8]
6	Christian Doncarli	[1] [3] [5]
7	Arnaud Doucet	[2] [9] [13] [15]
8	Emmanuel Duflos	[6] [7] [15] [17]
9	Noureddine Ellouze	[12]
10	Zied Ellouze	[16]
11	Belkacem Fergani	[14]
12	William J. Fitzgerald	[4]
13	Arthur Gretton	[5]
14	Amrane Houacine	[14]
15	Adam M. Johansen	[13]
16	Hachem Kadri	[17]
17	Zied Lachiri	[12]
18	Manuel Loth	[10]
19	Delphine Potin	[6]
20	Philippe Preux	[10] [17]
21	Asma Rabaoui	[12] [16]
22	Alain Rakotomamonjy	[11]
23	Stéphane Rossignol	[12] [16]
24	Jean-Yves Tourneret	[1] [8] [18]
25	Philippe Vanheeghe	[6] [7] [15]

Colors in the list of coauthors

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