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EM Algorithms for Probabilistic Mapping Networks
The Expectation-Maximization (EM) algorithm is a general technique for maximum likelihood estimation (MLE). In this paper we present several of the important... -
A generative model for rank data based on an insertion sorting algorithm
International audience -
Adaptive mixtures of regressions: Improving predictive inference when populat...
International audience -
Model-based clustering for multivariate functional data
International audience -
Bayesian Markov model for cooperative clustering: application to robust MRI b...
International audience -
Fast joint detection-estimation of evoked brain activity in event-related fMR...
International audience -
Gaussian Parsimonious Clustering Models Scale Invariant and Stable by Projection
International audience -
Partially supervised Independent Factor Analysis using soft labels elicited f...
International audience -
Model-based Cluster and Discriminant Analysis with the MIXMOD software
The mixmod (mixture modelling) software fits mixture models to a given data set with a density estimation, a clustering or a discriminant analysis purpose. A large... -
Multiple imputation in principal component analysis
International audience -
An alternative competing risk model to the Weibull distribution in lifetime d...
A simple competing risk distribution as a possible alternative to the Weibull distribution in lifetime analysis is proposed. This distribution corresponds to the... -
A review on estimation of stochastic differential equations for pharmacokinet...
International audience -
SURE Guided Gaussian Mixture Image Denoising
The Gaussian mixture is a patch prior that has enjoyed tremendous success in image processing. In this work, by using Gaussian factor modeling, its dedicated... -
Maximum likelihood estimation from Uncertain Data in the Belief Function Fram...
International audience -
Handling missing values in exploratory multivariate data analysis methods
International audience -
Wavelet Estimators in Nonparametric Regression: A Comparative Simulation Study
International audience -
A mixture integer-valued GARCH model
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EM and Stochastic EM algorithms for reliability mixture models under random c...
International audience -
Recursive filters for partially observable finite Markov chains
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