-
2
-
-
77952666333
-
Mixtures of factor analyzers with common factor loadings: applications to the clustering and visualisation of high-dimensional data
-
Baek,J. et al. (2010) Mixtures of factor analyzers with common factor loadings: applications to the clustering and visualisation of high-dimensional data. IEEE Trans. Pattern Anal. Mach. Intel., 32, 1298-1309.
-
(2010)
IEEE Trans. Pattern Anal. Mach. Intel.
, vol.32
, pp. 1298-1309
-
-
Baek, J.1
-
3
-
-
0027453616
-
Model-based Gaussian and non-Gaussian clustering
-
Banfield,J.D. and Raftery,A.E. (1993) Model-based Gaussian and non-Gaussian clustering. Biometrics, 49, 803-821.
-
(1993)
Biometrics
, vol.49
, pp. 803-821
-
-
Banfield, J.D.1
Raftery, A.E.2
-
4
-
-
0035923521
-
Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses
-
Bhattacherjee,A. et al. (2001) Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses. Proc. Natl Acad. Sci. USA, 98, 13790-13795.
-
(2001)
Proc. Natl Acad. Sci. USA
, vol.98
, pp. 13790-13795
-
-
Bhattacherjee, A.1
-
5
-
-
0000308948
-
Using the classification likelihood to choose the number of clusters
-
Biernacki,C. and Govaert,G. (1997) Using the classification likelihood to choose the number of clusters. Comput. Sci. Stat., 29, 451-457.
-
(1997)
Comput. Sci. Stat.
, vol.29
, pp. 451-457
-
-
Biernacki, C.1
Govaert, G.2
-
6
-
-
0034228914
-
Assessing a mixture model for clustering with the integrated completed likelihood
-
Biernacki,C. et al. (2000) Assessing a mixture model for clustering with the integrated completed likelihood. IEEE Trans. Pattern Anal. Mach. Intel., 22, 719-725.
-
(2000)
IEEE Trans. Pattern Anal. Mach. Intel.
, vol.22
, pp. 719-725
-
-
Biernacki, C.1
-
7
-
-
84879581860
-
Mixture models for classification
-
Decker,R. et al. (ed.) Springer, Berlin
-
Celeux,G. (2007) Mixture models for classification. In Decker,R. et al. (ed.) Advances in Data Analysis. Springer, Berlin.
-
(2007)
Advances in Data Analysis
-
-
Celeux, G.1
-
8
-
-
32944471569
-
Prognostic gene expression signatures can be measured in tissues collected in RNAlater preservative
-
Chowdary,D. et al. (2006) Prognostic gene expression signatures can be measured in tissues collected in RNAlater preservative. J. Mol. Diagn., 8, 31-39.
-
(2006)
J. Mol. Diagn.
, vol.8
, pp. 31-39
-
-
Chowdary, D.1
-
9
-
-
0032269108
-
How many clusters? Which clustering methods? Answers via model-based cluster analysis
-
Fraley,C. and Raftery,A.E. (1998) How many clusters? Which clustering methods? Answers via model-based cluster analysis. Comput.J., 41, 578-588.
-
(1998)
Comput. J.
, vol.41
, pp. 578-588
-
-
Fraley, C.1
Raftery, A.E.2
-
10
-
-
0742306126
-
Enhanced model-based clustering, density estimation, and discriminant analysis software: MCLUST
-
Fraley,C. and Raftery,A.E. (2003) Enhanced model-based clustering, density estimation, and discriminant analysis software: MCLUST. J. Classific., 20, 263-286.
-
(2003)
J. Classific.
, vol.20
, pp. 263-286
-
-
Fraley, C.1
Raftery, A.E.2
-
11
-
-
77749242735
-
Bayesian inference for finite mixtures of univariate and multivariate skew-normal and skew-t distributions
-
Frühwirth-Schnatter,S. and Pyne,S. (2010) Bayesian inference for finite mixtures of univariate and multivariate skew-normal and skew-t distributions. Biostatistics, 11, 317-336.
-
(2010)
Biostatistics
, vol.11
, pp. 317-336
-
-
Frühwirth-Schnatter, S.1
Pyne, S.2
-
12
-
-
69449088108
-
Penalized factor mixture analysis for variable selection in Clustered Data
-
Galimberti,G. et al. (2009) Penalized factor mixture analysis for variable selection in Clustered Data, Comput. Stat. Data Anal., 53, 4301-4310.
-
(2009)
Comput. Stat. Data Anal.
, vol.53
, pp. 4301-4310
-
-
Galimberti, G.1
-
13
-
-
0344703599
-
Normality of oligonucleotide microarray data and implications for parametric statistical analyses
-
Giles,P.J. and Kipling,D. (2003) Normality of oligonucleotide microarray data and implications for parametric statistical analyses. Bioinformatics, 19, 2254-2262.
-
(2003)
Bioinformatics
, vol.19
, pp. 2254-2262
-
-
Giles, P.J.1
Kipling, D.2
-
14
-
-
0030737323
-
Modeling the manifolds of images of handwritten digits
-
Hinton,G.E. et al. (1997) Modeling the manifolds of images of handwritten digits. IEEE Trans. Neural Netw., 8, 65-73.
-
(1997)
IEEE Trans. Neural Netw.
, vol.8
, pp. 65-73
-
-
Hinton, G.E.1
-
15
-
-
0000008146
-
Comparing partitions
-
Hubert,L. and Arabie,P. (1985) Comparing partitions. J. Classific., 2, 193-218.
-
(1985)
J. Classific.
, vol.2
, pp. 193-218
-
-
Hubert, L.1
Arabie, P.2
-
16
-
-
0002954754
-
Consistent estimation of the order of mixture models
-
Keribin,C. (2000) Consistent estimation of the order of mixture models. Sankhya Ser. A, 62, 49-66.
-
(2000)
Sankhya Ser. A
, vol.62
, pp. 49-66
-
-
Keribin, C.1
-
17
-
-
0037168518
-
Genome-wide coexpression dynamics: theory and application
-
Li,K.C. (2002) Genome-wide coexpression dynamics: theory and application. Proc. Natl Acad. Sci. USA, 99, 16875-16880.
-
(2002)
Proc. Natl Acad. Sci. USA
, vol.99
, pp. 16875-16880
-
-
Li, K.C.1
-
18
-
-
0036012343
-
Replicated microarray data
-
Lönnstedt,I. and Speed,T. (2002) Replicated microarray data. Stat. Sinica, 12, 31-46.
-
(2002)
Stat. Sinica
, vol.12
, pp. 31-46
-
-
Lönnstedt, I.1
Speed, T.2
-
19
-
-
32144450423
-
Classification of microarray data with factor mixture models
-
Martella,F. (2006) Classification of microarray data with factor mixture models. Bioinformatics, 22, 202-208.
-
(2006)
Bioinformatics
, vol.22
, pp. 202-208
-
-
Martella, F.1
-
22
-
-
0001921693
-
Mixtures of factor analyzers
-
Langley, P. (ed.). Morgan Kaufmann, San Francisco
-
McLachlan,G.J. and Peel,D. (2000b) Mixtures of factor analyzers. In Langley, P. (ed.). Proceedings of the Seventeenth International Conference on Machine Learning. Morgan Kaufmann, San Francisco, pp. 599-606.
-
(2000)
Proceedings of the Seventeenth International Conference on Machine Learning
, pp. 599-606
-
-
McLachlan, G.J.1
Peel, D.2
-
23
-
-
0001883037
-
The EMMIX software for the fitting of mixtures of normal and t-components
-
Mclachlan,G.J. et al. (1999) The EMMIX software for the fitting of mixtures of normal and t-components. J. Stat. Softw., 4, 2.
-
(1999)
J. Stat. Softw.
, vol.4
, pp. 2
-
-
Mclachlan, G.J.1
-
24
-
-
0036203115
-
Mixture model-based approach to the clustering of microarray expression data
-
McLachlan,G.J. et al. (2002) Mixture model-based approach to the clustering of microarray expression data. Bioinformatics, 18, 413-422.
-
(2002)
Bioinformatics
, vol.18
, pp. 413-422
-
-
McLachlan, G.J.1
-
25
-
-
0037469105
-
Modelling high-dimensional data by mixtures of factor analyzers
-
McLachlan,G.J. et al. (2003) Modelling high-dimensional data by mixtures of factor analyzers. Comput. Stat. Data Anal., 41, 379-388.
-
(2003)
Comput. Stat. Data Anal.
, vol.41
, pp. 379-388
-
-
McLachlan, G.J.1
-
26
-
-
34247855883
-
Extension of the mixture of factor analyzers model to incorporate the multivariate t distribution
-
McLachlan,G.J. et al. (2007) Extension of the mixture of factor analyzers model to incorporate the multivariate t distribution. Comput. Stat. Data Anal., 51, 5327-5338.
-
(2007)
Comput. Stat. Data Anal.
, vol.51
, pp. 5327-5338
-
-
McLachlan, G.J.1
-
27
-
-
45449088666
-
Parsimonious Gaussian mixture models
-
McNicholas,P.D. and Murphy,T.B. (2008) Parsimonious Gaussian mixture models. Stat. Comput., 18, 285-296.
-
(2008)
Stat. Comput.
, vol.18
, pp. 285-296
-
-
McNicholas, P.D.1
Murphy, T.B.2
-
28
-
-
0000120766
-
Estimating the dimension of a model
-
Schwarz,G. (1978) Estimating the dimension of a model. Ann. Stat., 6, 461-464.
-
(1978)
Ann. Stat.
, vol.6
, pp. 461-464
-
-
Schwarz, G.1
-
29
-
-
60849101344
-
Clustering cancer gene expression data: a comparative study
-
Souto,M. et al. (2008) Clustering cancer gene expression data: a comparative study. BMC Bioinformatics, 9, 497.
-
(2008)
BMC Bioinformatics
, vol.9
, pp. 497
-
-
Souto, M.1
-
31
-
-
33750021210
-
Evaluation and comparison of gene clustering methods in microarray analysis
-
Thalamuthu,A. et al. (2006) Evaluation and comparison of gene clustering methods in microarray analysis. Bioinformatics, 22, 2405-2412.
-
(2006)
Bioinformatics
, vol.22
, pp. 2405-2412
-
-
Thalamuthu, A.1
-
32
-
-
77949520571
-
Penalized mixtures of factor analyzers with application to clustering high dimensional microarray data
-
Xie,B. et al. (2010) Penalized mixtures of factor analyzers with application to clustering high dimensional microarray data. Bioinformatics, 26, 501-508.
-
(2010)
Bioinformatics
, vol.26
, pp. 501-508
-
-
Xie, B.1
-
33
-
-
0034782618
-
Model-based clustering and data transformations for gene expression data
-
Yeung,K.Y. et al. (2001) Model-based clustering and data transformations for gene expression data. Bioinformatics, 17, 977-987.
-
(2001)
Bioinformatics
, vol.17
, pp. 977-987
-
-
Yeung, K.Y.1
-
34
-
-
77949505112
-
Penalized model-based clustering with unconstrained covariance matrices
-
Zhou,H. et al. (2009) Penalized model-based clustering with unconstrained covariance matrices. Electron. J. Stat., 3, 1473-1496.
-
(2009)
Electron. J. Stat.
, vol.3
, pp. 1473-1496
-
-
Zhou, H.1
|