Biomarker discovery in MALDI-TOF serum protein profiles using discrete wavelet transformation, Bioinformatics, vol.25, issue.5, pp.643-649, 2009. ,
DOI : 10.1093/bioinformatics/btn662
Mixtures of Factor Analyzers with Common Factor Loadings: Applications to the Clustering and Visualization of High-Dimensional Data, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.32, issue.7, pp.1298-1309, 2009. ,
DOI : 10.1109/TPAMI.2009.149
Dynamic Programming, 1957. ,
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models, Computational Statistics & Data Analysis, vol.41, issue.3-4, pp.561-575, 2003. ,
DOI : 10.1016/S0167-9473(02)00163-9
Probabilistic models in cluster analysis, Computational Statistics & Data Analysis, vol.23, issue.1, pp.5-28, 1996. ,
DOI : 10.1016/0167-9473(96)88919-5
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace, Statistics and Computing, vol.20, issue.2, 2011. ,
DOI : 10.1007/s11222-011-9249-9
URL : https://hal.archives-ouvertes.fr/hal-00492406
Intrinsic dimension estimation by maximum likelihood in isotropic probabilistic PCA, Pattern Recognition Letters, vol.32, issue.14, pp.1706-1713, 2011. ,
DOI : 10.1016/j.patrec.2011.07.017
URL : https://hal.archives-ouvertes.fr/hal-00440372
High-dimensional data clustering, Computational Statistics & Data Analysis, vol.52, issue.1, pp.502-519, 2007. ,
DOI : 10.1016/j.csda.2007.02.009
URL : https://hal.archives-ouvertes.fr/inria-00548573
High-Dimensional Discriminant Analysis, Communications in Statistics - Theory and Methods, vol.1, issue.14, pp.2607-2623, 2007. ,
DOI : 10.1214/aos/1176344136
URL : https://hal.archives-ouvertes.fr/inria-00548516
The Scree Test For The Number Of Factors, Multivariate Behavioral Research, vol.1, issue.2, pp.245-276, 1966. ,
DOI : 10.1207/s15327906mbr0102_10
The SEM algorithm: a probabilistic teacher algorithm from the EM algorithm for the mixture problem, Computational Statistics Quaterly, vol.2, issue.1, pp.73-92, 1985. ,
A classification EM algorithm for clustering and two stochastic versions, Computational Statistics & Data Analysis, vol.14, issue.3, pp.315-332, 1992. ,
DOI : 10.1016/0167-9473(92)90042-E
URL : https://hal.archives-ouvertes.fr/inria-00075196
Maximum likelihood from incomplete data via the EM algorithm, Journal of the Royal Statistical Society, vol.39, issue.1, pp.1-38, 1977. ,
MCLUST: Software for Model-Based Cluster Analysis, Journal of Classification, vol.16, issue.2, pp.297-306, 1999. ,
DOI : 10.1007/s003579900058
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.142.8930
Methods for merging Gaussian mixture components Advances in Data Analysis and Classification, pp.3-34, 2010. ,
Discriminant Analysis and Statistical Pattern Recognition, 1992. ,
DOI : 10.1002/0471725293
Finite Mixture Models, 2000. ,
DOI : 10.1002/0471721182
Modelling high-dimensional data by mixtures of factor analyzers, Computational Statistics & Data Analysis, vol.41, issue.3-4, pp.379-388, 2003. ,
DOI : 10.1016/S0167-9473(02)00183-4
Model-based clustering of longitudinal data, Canadian Journal of Statistics, vol.7, issue.1, pp.153-168, 2008. ,
DOI : 10.1002/cjs.10047
Parsimonious Gaussian mixture models, Statistics and Computing, vol.61, issue.3, pp.285-296, 2008. ,
DOI : 10.1007/s11222-008-9056-0
On feature selection, curse-of-dimensionality and error probability in discriminant analysis, Journal of Statistical Planning and Inference, vol.115, issue.2, pp.565-584, 2003. ,
DOI : 10.1016/S0378-3758(02)00166-0
Effect of dimensionality on discrimination, Statistics, vol.9, issue.3, pp.191-213, 2001. ,
DOI : 10.1016/0031-3203(90)90100-Y
R: A Language and Environment for Statistical Computing . R Foundation for Statistical Computing, 2011. ,
Variable Selection for Model-Based Clustering, Journal of the American Statistical Association, vol.101, issue.473, pp.168-178, 2006. ,
DOI : 10.1198/016214506000000113
Estimating the Dimension of a Model, The Annals of Statistics, vol.6, issue.2, pp.461-464, 1978. ,
DOI : 10.1214/aos/1176344136
Probability density estimation in higher dimensions, Fifteenth Symposium in the Interface, pp.173-179, 1983. ,
Mixtures of Probabilistic Principal Component Analyzers, Neural Computation, vol.2, issue.1, pp.443-482, 1999. ,
DOI : 10.1007/BF00162527