Model selection via worst-case criterion for nonlinear bounded-error estimation. - Sofiane Brahim-Belhouari; Michel Kieffer; Gilles Fleury; Luc Jaulin; Eric Walter (IEEE Trans. Instrum. Meas., 2000)

A cost function for learning feedforward neural networks subject to noisy inputs. - Abd-Krim Seghouane; Gilles Fleury (ISSPA, 2001)

Pareto analysis for gene filtering in microarray experiments. - Gilles Fleury; Alfred O. Hero III; Shigeo Yoshida; Todd A. Carter; Carrolee Barlow; Anand Swaroop (EUSIPCO, 2002)

Propagation model choice for rapid SAR measurement. - Olivier Merckel; Gilles Fleury; Jean-Charles Bolomey (EUSIPCO, 2002)

Clustering gene expression signals from retinal microarray data. - Gilles Fleury; Alfred O. Hero III; Shigeo Yoshida; Todd A. Carter; Carrolee Barlow; Anand Swaroop (ICASSP, 2002)

Real time Continuous AR parameter estimation from randomly sampled observations. - Arnaud Rivoira; Yassir Moudden; Gilles Fleury (ICASSP, 2002)

Recursive non parametric spectral estimation from irregularly sampled observations. - Arnaud Rivoira; Gilles Fleury (DSP, 2002)

On learning feedforward neural networks with noise injection into inputs. - Abd-Krim Seghouane; Yassir Moudden; Gilles Fleury (NNSP, 2002)

Simplified LMS algorithms in the case of non-uniformly sampled signals. - Elisabeth Lahalle; Pablo Faus Perez; Gilles Fleury (ICASSP (6), 2003)

A small sample model selection criterion based on Kullback's symmetric divergence. - Abd-Krim Seghouane; Maïza Bekara; Gilles Fleury (ICASSP (6), 2003)

Model selection using cross validation Bayesian predictive densities. - Maïza Bekara; Gilles Fleury (ISSPA (2), 2003)

Minimum-entropy, PDF approximation, and kernel selection for measurement estimation. - José Ismael de la Rosa Vargas; Gilles Fleury; Marie-Eve Davoust (IEEE Trans. Instrum. Meas., 2003)

Particle filter and Gaussian-mixture filter efficiency evaluation for terrain-aided navigation. - Mathieu Flament; Gilles Fleury; Marie-Eve Davoust (EUSIPCO, 2004)

A new training set-based regularization for regression techniques. - Youness Naji; Laurent Le Brusquet; Gilles Fleury (EUSIPCO, 2004)

Bias of the corrected KIC for underfitted regression models. - Maïza Bekara; Gilles Fleury (ICASSP (2), 2004)

Pareto Depth Sampling Distributions for Gene Ranking. - Alfred O. Hero III; Sepidarseh Zareparsi; Anand Swaroop; Gilles Fleury (ISBI, 2004)

Multicriteria Gene Screening for Analysis of Differential Expression with DNA Microarrays. - Alfred O. Hero III; Gilles Fleury; Alan J. Mears; Anand Swaroop (EURASIP J. Adv. Signal Process., 2004)

Gene discovery using Pareto depth sampling distributions. - Gilles Fleury; Alfred O. Hero III; Sepidarseh Zareparsi; Anand Swaroop (J. Frankl. Inst., 2004)

Regularizing the effect of input noise injection in feedforward neural networks training. - Abd-Krim Seghouane; Yassir Moudden; Gilles Fleury (Neural Comput. Appl., 2004)

Indirect measurement within dynamical context: probabilistic approach to deal with uncertainty. - Hana Baili; Gilles Fleury (IEEE Trans. Instrum. Meas., 2004)

A consistent nonparametric spectral estimator for randomly sampled signals. - Arnaud Rivoira; Gilles Fleury (IEEE Trans. Signal Process., 2004)

Pareto-Optimal Methods for Gene Ranking. - Alfred O. Hero III; Gilles Fleury (J. VLSI Signal Process., 2004)

Smoothing parameter selection in nonparametric regression using an improved kullback information criterion. - Maïza Bekara; Bezza Hafidi; Gilles Fleury (ISSPA, 2005)

A criterion for model selection in the presence of incomplete data based on Kullback's symmetric divergence. - Abd-Krim Seghouane; Maïza Bekara; Gilles Fleury (Signal Process., 2005)

New fast recursive algorithms for simultaneous reconstruction and identification of AR processes with missing observations. - Rawad F. Zgheib; Gilles Fleury; Elisabeth Lahalle (EUSIPCO, 2006)

A model selection approach to signal denoising using Kullback's symmetric divergence. - Maïza Bekara; Luc Knockaert; Abd-Krim Seghouane; Gilles Fleury (Signal Process., 2006)

Nonlinear Model Selection - Application to an Indirect Inductive Measurement of Conductivity. - Marie-Eve Davoust; Gilles Fleury (IEEE Trans. Instrum. Meas., 2006)

Bootstrap methods for a measurement estimation problem. - José Ismael de la Rosa Vargas; Gilles Fleury (IEEE Trans. Instrum. Meas., 2006)

Markov chain Monte Carlo posterior density approximation for a groove-dimensioning purpose. - José Ismael de la Rosa Vargas; Gilles Fleury; Sonia Esther Osuna; Marie-Eve Davoust (IEEE Trans. Instrum. Meas., 2006)

Kriging for indirect measurement with application to flow measurement. - Emmanuel Vázquez; Gilles Fleury; Eric Walter (IEEE Trans. Instrum. Meas., 2006)

A Convex Semi-definite Positive Framework for DTI Estimation and Regularization. - Radhouène Neji; Noura Azzabou; Nikos Paragios; Gilles Fleury (ISVC (1), 2007)

Support vector driven Markov random fields towards DTI segmentation of the human skeletal muscle. - Radhouène Neji; Gilles Fleury; Jean-François Deux; Alain Rahmouni; Guillaume Bassez; Alexandre Vignaud; Nikos Paragios (ISBI, 2008)

A Statistical Inference Comparison for Measurement Estimation Using Stochastic Simulation Techniques. - José Ismael de la Rosa Vargas; Gerardo Miramontes de León; Lyle E. McBride; Jesús Villa Hernández; Gilles Fleury; Marie-Eve Davoust (IEEE Trans. Instrum. Meas., 2008)

Lattice Algorithm for Adaptive Stable Identification and Robust Reconstruction of Nonstationary AR Processes With Missing Observations. - Rawad F. Zgheib; Gilles Fleury; Elisabeth Lahalle (IEEE Trans. Signal Process., 2008)

Classification of tensors and fiber tracts using Mercer-kernels encoding soft probabilistic spatial and diffusion information. - Radhouène Neji; Nikos Paragios; Gilles Fleury; Jean-Philippe Thiran; Georg Langs (CVPR, 2009)

RJMCMC point process sampler for single sensor source separation: An application to electric load monitoring. - Mabrouka El-Guedri; Julien Bect; Christian Lajaunie; Gilles Fleury; Redouane Seraoui; Thomas Garcia; Alexandre Girard (EUSIPCO, 2009)

Time-frequency characterisation for electric load monitoring. - Mabrouka El-Guedri; Guy D'Urso; Christian Lajaunie; Gilles Fleury (EUSIPCO, 2009)

Clustering of the Human Skeletal Muscle Fibers Using Linear Programming and Angular Hilbertian Metrics. - Radhouène Neji; Ahmed Besbes; Nikos Komodakis; Jean-François Deux; Mezri Maatouk; Alain Rahmouni; Guillaume Bassez; Gilles Fleury; Nikos Paragios (IPMI, 2009)

Unsupervised Classification of Skeletal Fibers Using Diffusion Maps. - Radhouène Neji; Georg Langs; Jean-François Deux; Mezri Maatouk; Alain Rahmouni; Guillaume Bassez; Gilles Fleury; Nikos Paragios (ISBI, 2009)

An empirical Bayes approach for joint Bayesian model selection and estimation of sinusoids via reversible jump MCMC. - Alireza Roodaki; Julien Bect; Gilles Fleury (EUSIPCO, 2010)

A kernel-based graphical model for diffusion tensor registration. - Aristeidis Sotiras; Radhouène Neji; Jean-François Deux; Nikos Komodakis; Gilles Fleury; Nikos Paragios (ISBI, 2010)

On the joint Bayesian model selection and estimation of sinusoids via Reversible Jump MCMC in low SNR situations. - Alireza Roodaki; Julien Bect; Gilles Fleury (ISSPA, 2010)

Compressed Sensing Based 3D Tomographic Reconstruction for Rotational Angiography. - Hélène Langet; Cyril Riddell; Yves Trousset; Arthur Tenenhaus; Elisabeth Lahalle; Gilles Fleury; Nikos Paragios (MICCAI (1), 2011)

New Nonuniform Transmission and ADPCM Coding System for Improving Both Signal-to-Noise Ratio and Bit Rate. - Elisabeth Lahalle; Gilles Fleury; Rawad F. Zgheib (IEEE Signal Process. Lett., 2011)

Multidimensional Shrinkage-Thresholding Operator and Group LASSO Penalties. - Arnau Tibau Puig; Ami Wiesel; Gilles Fleury; Alfred O. Hero III (IEEE Signal Process. Lett., 2011)

Order-Preserving Factor Analysis - Application to Longitudinal Gene Expression. - Arnau Tibau Puig; Ami Wiesel; Aimee K. Zaas; Christopher W. Woods; Geoffrey S. Ginsburg; Gilles Fleury; Alfred O. Hero III (IEEE Trans. Signal Process., 2011)

Signal parameters estimation using time-frequency representation for Laser Doppler Anemometry. - Gregory Baral-Baron; Elisabeth Lahalle; Gilles Fleury; Xavier Lacondemine; Jean-Pierre Schlotterbeck (EUSIPCO, 2012)

Summarizing posterior distributions in signal decomposition problems when the number of components is unknown. - Alireza Roodaki; Julien Bect; Gilles Fleury (ICASSP, 2012)

Compressed sensing subtracted rotational angiography with multiple sparse penalty. - Hélène Langet; Cyril Riddell; Yves Trousset; Arthur Tenenhaus; Elisabeth Lahalle; Gilles Fleury; Nikos Paragios (ISBI, 2012)

Compressed Sensing Dynamic Reconstruction in Rotational Angiography. - Hélène Langet; Cyril Riddell; Yves Trousset; Arthur Tenenhaus; Elisabeth Lahalle; Gilles Fleury; Nikos Paragios (MICCAI (1), 2012)

Direction of Arrival Estimation using EM-ESPRIT with Nonuniform Arrays. - Carine El Kassis; José Picheral; Gilles Fleury; Chafic Mokbel (Circuits Syst. Signal Process., 2012)

Comments on "Joint Bayesian Model Selection and Estimation of Noisy Sinusoids Via Reversible Jump MCMC". - Alireza Roodaki; Julien Bect; Gilles Fleury (IEEE Trans. Signal Process., 2013)

Relabeling and Summarizing Posterior Distributions in Signal Decomposition Problems When the Number of Components is Unknown. - Alireza Roodaki; Julien Bect; Gilles Fleury (IEEE Trans. Signal Process., 2014)