-
1
-
-
0027453616
-
Model-based Gaussian and non-Gaussian clustering
-
3
-
Banfield, J.D., Raftery, A.E.: Model-based Gaussian and non-Gaussian clustering. Biometrics 49(3), 803-821 (1993)
-
(1993)
Biometrics
, vol.49
, pp. 803-821
-
-
Banfield, J.D.1
Raftery, A.E.2
-
3
-
-
0034228914
-
Assessing a mixture model for clustering with the integrated completed likelihood
-
7
-
Biernacki, C., Celeux, G., Govaert, G.: Assessing a mixture model for clustering with the integrated completed likelihood. IEEE Trans. Pattern Anal. Mach. Intell. 22(7), 719-725 (2000)
-
(2000)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.22
, pp. 719-725
-
-
Biernacki, C.1
Celeux, G.2
Govaert, G.3
-
4
-
-
0001730744
-
The distribution of the likelihood ratio for mixtures of densities from the one-parameter exponential family
-
Böhning, D., Dietz, E., Schaub, R., Schlattmann, P., Lindsay, B.: The distribution of the likelihood ratio for mixtures of densities from the one-parameter exponential family. Ann. Inst. Stat. Math. 46, 373-388 (1994)
-
(1994)
Ann. Inst. Stat. Math.
, vol.46
, pp. 373-388
-
-
Böhning, D.1
Dietz, E.2
Schaub, R.3
Schlattmann, P.4
Lindsay, B.5
-
5
-
-
0029305528
-
Gaussian parsimonious clustering models
-
Celeux, G., Govaert, G.: Gaussian parsimonious clustering models. Pattern Recogn. 28, 781-793 (1995)
-
(1995)
Pattern Recogn.
, vol.28
, pp. 781-793
-
-
Celeux, G.1
Govaert, G.2
-
6
-
-
0020998698
-
On using principal components before separating a mixture of two multivariate normal distributions
-
3
-
Chang, W.-C.: On using principal components before separating a mixture of two multivariate normal distributions. J. Roy. Stat. Soc. Ser. C 32(3), 267-275 (1983)
-
(1983)
J. Roy. Stat. Soc. Ser. C
, vol.32
, pp. 267-275
-
-
Chang, W.-C.1
-
8
-
-
0002629270
-
Maximum likelihood from incomplete data via the EM algorithm
-
1. (with discussion)
-
Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum likelihood from incomplete data via the EM algorithm. J. Roy. Stat. Soc. Ser. B 39(1), 1-38 (1977) (with discussion)
-
(1977)
J. Roy. Stat. Soc. Ser. B
, vol.39
, pp. 1-38
-
-
Dempster, A.P.1
Laird, N.M.2
Rubin, D.B.3
-
9
-
-
0001757440
-
Multivariate data analysis as a discriminating method of the origin of wines
-
Forina, M., Armanino, C., Castino, M., Ubigli, M.: Multivariate data analysis as a discriminating method of the origin of wines. Vitis 25, 189-201 (1986)
-
(1986)
Vitis
, vol.25
, pp. 189-201
-
-
Forina, M.1
Armanino, C.2
Castino, M.3
Ubigli, M.4
-
10
-
-
0032269108
-
How many clusters? Which clustering method? Answers via model-based cluster analysis
-
8
-
Fraley, C., Raftery, A.E.: How many clusters? Which clustering method? Answers via model-based cluster analysis. Comput. J. 41(8), 578-588 (1998)
-
(1998)
Comput. J.
, vol.41
, pp. 578-588
-
-
Fraley, C.1
Raftery, A.E.2
-
11
-
-
22844453564
-
Mclust: Software for model-based clustering
-
Fraley, C., Raftery, A.E.: Mclust: Software for model-based clustering. J. Classif. 16, 297-306 (1999)
-
(1999)
J. Classif.
, vol.16
, pp. 297-306
-
-
Fraley, C.1
Raftery, A.E.2
-
12
-
-
0035998835
-
Model-based clustering, discriminant analysis, and density estimation
-
458
-
Fraley, C., Raftery, A.E.: Model-based clustering, discriminant analysis, and density estimation. J. Am. Stat. Assoc. 97(458), 611-612 (2002)
-
(2002)
J. Am. Stat. Assoc.
, vol.97
, pp. 611-612
-
-
Fraley, C.1
Raftery, A.E.2
-
13
-
-
0742306126
-
Enhanced model-based clustering, density estimation and discriminant analysis software: MCLUST
-
2
-
Fraley, C., Raftery, A.E.: Enhanced model-based clustering, density estimation and discriminant analysis software: MCLUST. J. Classif. 20(2), 263-296 (2003)
-
(2003)
J. Classif.
, vol.20
, pp. 263-296
-
-
Fraley, C.1
Raftery, A.E.2
-
15
-
-
0000008146
-
Comparing partitions
-
Hubert, L., Arabie, P.: Comparing partitions. J. Classif. 2, 193-218 (1985)
-
(1985)
J. Classif.
, vol.2
, pp. 193-218
-
-
Hubert, L.1
Arabie, P.2
-
16
-
-
11244326960
-
Clustering visualizations of multivariate data
-
4
-
Hurley, C.: Clustering visualizations of multivariate data. J. Comput. Graph. Stat. 13(4), 788-806 (2004)
-
(2004)
J. Comput. Graph. Stat.
, vol.13
, pp. 788-806
-
-
Hurley, C.1
-
18
-
-
0031616571
-
Estimation consistante de l'ordre de modèles de mélange
-
2
-
Keribin, C.: Estimation consistante de l'ordre de modèles de mélange. C. R. Acad. Sci. Paris Sér. I Math. 326(2), 243-248 (1998)
-
(1998)
C. R. Acad. Sci. Paris Sér. I Math.
, vol.326
, pp. 243-248
-
-
Keribin, C.1
-
19
-
-
0002954754
-
Consistent estimation of the order of mixture models
-
1
-
Keribin, C.: Consistent estimation of the order of mixture models. Sankhyā Ser. A 62(1), 49-66 (2000)
-
(2000)
Sankhyā Ser. a
, vol.62
, pp. 49-66
-
-
Keribin, C.1
-
25
-
-
0037469105
-
Modelling high-dimensional data by mixtures of factor analyzers
-
3-4
-
McLachlan, G.J., Peel, D., Bean, R.W.: Modelling high-dimensional data by mixtures of factor analyzers. Comput. Stat. Data Anal. 41(3-4), 379-388 (2003)
-
(2003)
Comput. Stat. Data Anal.
, vol.41
, pp. 379-388
-
-
McLachlan, G.J.1
Peel, D.2
Bean, R.W.3
-
26
-
-
18244387717
-
The EM algorithm-an old folk song sung to the fast tune (with discussion)
-
Meng, X.L., van Dyk, D.: The EM algorithm-an old folk song sung to the fast tune (with discussion). J. Roy. Stat. Soc. Ser. B 59, 511-567 (1997)
-
(1997)
J. Roy. Stat. Soc. Ser. B
, vol.59
, pp. 511-567
-
-
Meng, X.L.1
Van Dyk, D.2
-
27
-
-
0003474751
-
-
2 Cambridge University Press Cambridge
-
Press, W.H., Teukolsky, S.A., Vetterling, W.T., Flannery, B.P.: Numerical Recipies in C-The Art of Scientific Computation, 2nd edn. Cambridge University Press, Cambridge (1992)
-
(1992)
Numerical Recipies in C-The Art of Scientific Computation
-
-
Press, W.H.1
Teukolsky, S.A.2
Vetterling, W.T.3
Flannery, B.P.4
-
28
-
-
1842607847
-
-
R Development Core Team. R Foundation for Statistical Computing Vienna
-
R Development Core Team: R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna (2004)
-
(2004)
R: A Language and Environment for Statistical Computing
-
-
-
29
-
-
84950632109
-
Objective criteria for the evaluation of clustering methods
-
Rand, W.M.: Objective criteria for the evaluation of clustering methods. J. Am. Stat. Assoc. 66, 846-850 (1971)
-
(1971)
J. Am. Stat. Assoc.
, vol.66
, pp. 846-850
-
-
Rand, W.M.1
-
30
-
-
0000120766
-
Estimating the dimension of a model
-
Schwartz, G.: Estimating the dimension of a model. Ann. Stat. 6, 31-38 (1978)
-
(1978)
Ann. Stat.
, vol.6
, pp. 31-38
-
-
Schwartz, G.1
-
31
-
-
0002965815
-
The proof and measurement of association between two things
-
Spearman, C.: The proof and measurement of association between two things. Am. J. Psychol. 15, 72-101 (1904)
-
(1904)
Am. J. Psychol.
, vol.15
, pp. 72-101
-
-
Spearman, C.1
-
32
-
-
32644447558
-
Der heutige stand der kaffeechemie
-
Association Scientifique International du Cafe, Bogatá, Columbia
-
Streuli, H.: Der heutige stand der kaffeechemie. In: 6th International Colloquium on Coffee Chemisrty. Association Scientifique International du Cafe, Bogatá, Columbia, pp. 61-72 (1973)
-
(1973)
6th International Colloquium on Coffee Chemisrty
, pp. 61-72
-
-
Streuli, H.1
-
33
-
-
0033556788
-
Mixtures of probabilistic principal component analysers
-
2
-
Tipping, M.E., Bishop, C.M.: Mixtures of probabilistic principal component analysers. Neural Comput. 11(2), 443-482 (1999a)
-
(1999)
Neural Comput.
, vol.11
, pp. 443-482
-
-
Tipping, M.E.1
Bishop, C.M.2
-
34
-
-
0038959172
-
Probabilistic principal component analysis
-
3
-
Tipping, M.E., Bishop, C.M.: Probabilistic principal component analysis. J. Roy. Stat. Soc. Ser. B 61(3), 611-622 (1999b)
-
(1999)
J. Roy. Stat. Soc. Ser. B
, vol.61
, pp. 611-622
-
-
Tipping, M.E.1
Bishop, C.M.2
|