-
1
-
-
61449256587
-
Biomarker Discovery in MALDI-TOF Serum Protein Profiles Using Discrete Wavelet Transformation
-
Alexandrov T, Decker J, Mertens B, Deelder AM, Tollenaar RA, Maass P, Thiele H (2009). "Biomarker Discovery in MALDI-TOF Serum Protein Profiles Using Discrete Wavelet Transformation." Bioinformatics, 25(5), 643-649.
-
(2009)
Bioinformatics
, vol.25
, Issue.5
, pp. 643-649
-
-
Alexandrov, T.1
Decker, J.2
Mertens, B.3
Deelder, A.M.4
Tollenaar, R.A.5
Maass, P.6
Thiele, H.7
-
2
-
-
77952666333
-
Mixtures of Factor Analyzers with Common Factor Loadings: Applications to the Clustering and Visualisation of High-Dimensional Data
-
Baek J, McLachlan G, Flack L (2009). "Mixtures of Factor Analyzers with Common Factor Loadings: Applications to the Clustering and Visualisation of High-Dimensional Data." IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(7), 1298-1309.
-
(2009)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.32
, Issue.7
, pp. 1298-1309
-
-
Baek, J.1
McLachlan, G.2
Flack, L.3
-
4
-
-
0037469122
-
Choosing Starting Values for the EM Algorithm for Getting the Highest Likelihood in Multivariate Gaussian Mixture Models
-
Biernacki C, Celeux G, Govaert G (2003). "Choosing Starting Values for the EM Algorithm for Getting the Highest Likelihood in Multivariate Gaussian Mixture Models." Computational Statistics & Data Analysis, 41, 561-575.
-
(2003)
Computational Statistics & Data Analysis
, vol.41
, pp. 561-575
-
-
Biernacki, C.1
Celeux, G.2
Govaert, G.3
-
5
-
-
0030289011
-
Probabilistic Models in Cluster Analysis
-
Bock HH (1996). "Probabilistic Models in Cluster Analysis." Computational Statistics & Data Analysis, 23(1), 5-28.
-
(1996)
Computational Statistics & Data Analysis
, vol.23
, Issue.1
, pp. 5-28
-
-
Bock, H.H.1
-
6
-
-
81955163061
-
Simultaneous Model-Based Clustering and Visualization in the Fisher Discriminative Subspace
-
Bouveyron C, Brunet C (2012). "Simultaneous Model-Based Clustering and Visualization in the Fisher Discriminative Subspace." Statistics and Computing, 22(1), 301-324.
-
(2012)
Statistics and Computing
, vol.22
, Issue.1
, pp. 301-324
-
-
Bouveyron, C.1
Brunet, C.2
-
7
-
-
80053500222
-
Intrinsic Dimension Estimation by Maximum Likelihood in Probabilistic PCA
-
Bouveyron C, Celeux G, Girard S (2011). "Intrinsic Dimension Estimation by Maximum Likelihood in Probabilistic PCA." Pattern Recognition Letters, 32(14), 1706-1713.
-
(2011)
Pattern Recognition Letters
, vol.32
, Issue.14
, pp. 1706-1713
-
-
Bouveyron, C.1
Celeux, G.2
Girard, S.3
-
9
-
-
35348893301
-
High-Dimensional Discriminant Analysis
-
Bouveyron C, Girard S, Schmid C (2007b). "High-Dimensional Discriminant Analysis." Communications in Statistics: Theory and Methods, 36(14), 2607-2623.
-
(2007)
Communications in Statistics: Theory and Methods
, vol.36
, Issue.14
, pp. 2607-2623
-
-
Bouveyron, C.1
Girard, S.2
Schmid, C.3
-
10
-
-
84937549955
-
The Scree Test for the Number of Factors
-
Cattell R (1966). "The Scree Test for the Number of Factors." Multivariate Behavioral Research, 1(2), 245-276.
-
(1966)
Multivariate Behavioral Research
, vol.1
, Issue.2
, pp. 245-276
-
-
Cattell, R.1
-
11
-
-
0002241694
-
The SEM Algorithm: A Probabilistic Teacher Algorithm from the EM Algorithm for the Mixture Problem
-
Celeux G, Diebolt J (1985). "The SEM Algorithm: A Probabilistic Teacher Algorithm from the EM Algorithm for the Mixture Problem." Computational Statistics Quaterly, 2(1), 73-92.
-
(1985)
Computational Statistics Quaterly
, vol.2
, Issue.1
, pp. 73-92
-
-
Celeux, G.1
Diebolt, J.2
-
12
-
-
0001626339
-
A Classification EM algorithm for Clustering and Two Stochastic Versions
-
Celeux G, Govaert G (1992). "A Classification EM algorithm for Clustering and Two Stochastic Versions." Computational Statistics & Data Analysis, 14, 315-332.
-
(1992)
Computational Statistics & Data Analysis
, vol.14
, pp. 315-332
-
-
Celeux, G.1
Govaert, G.2
-
13
-
-
0002629270
-
Maximum Likelihood from Incomplete Data via the EM Algorithm
-
Dempster A, Laird N, Rubin D (1977). "Maximum Likelihood from Incomplete Data via the EM Algorithm." Journal of the Royal Statistical Society B, 39(1), 1-38.
-
(1977)
Journal of the Royal Statistical Society B
, vol.39
, Issue.1
, pp. 1-38
-
-
Dempster, A.1
Laird, N.2
Rubin, D.3
-
14
-
-
22844453564
-
Mclust: Software for Model-Based Cluster Analysis
-
Fraley C, Raftery A (1999). "mclust: Software for Model-Based Cluster Analysis." Journal of Classification, 16, 297-306.
-
(1999)
Journal of Classification
, vol.16
, pp. 297-306
-
-
Fraley, C.1
Raftery, A.2
-
15
-
-
77955091542
-
Methods for Merging Gaussian Mixture Components
-
Hennig C (2010). "Methods for Merging Gaussian Mixture Components." Advances in Data Analysis and Classification, 4(1), 3-34.
-
(2010)
Advances in Data Analysis and Classification
, vol.4
, Issue.1
, pp. 3-34
-
-
Hennig, C.1
-
20
-
-
45449088666
-
Parsimonious Gaussian Mixture Models
-
McNicholas P, Murphy B (2008b). "Parsimonious Gaussian Mixture Models." Statistics and Computing, 18(3), 285-296.
-
(2008)
Statistics and Computing
, vol.18
, Issue.3
, pp. 285-296
-
-
McNicholas, P.1
Murphy, B.2
-
21
-
-
0037902234
-
On Feature Selection, Curse of Dimensionality and Error Probability in Discriminant Analysis
-
Pavlenko T (2003). "On Feature Selection, Curse of Dimensionality and Error Probability in Discriminant Analysis." Journal of Statistical Planning and Inference, 115, 565-584.
-
(2003)
Journal of Statistical Planning and Inference
, vol.115
, pp. 565-584
-
-
Pavlenko, T.1
-
22
-
-
0038779053
-
Effect of Dimensionality on Discrimination
-
Pavlenko T, Rosen DV (2001). "Effect of Dimensionality on Discrimination." Statistics, 35(3), 191-213.
-
(2001)
Statistics
, vol.35
, Issue.3
, pp. 191-213
-
-
Pavlenko, T.1
Rosen, D.V.2
-
24
-
-
79961135005
-
-
R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL
-
R Development Core Team (2011). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http://www.R-project.org/.
-
(2011)
R: A Language and Environment for Statistical Computing
-
-
-
25
-
-
0000120766
-
Estimating the Dimension of a Model
-
Schwarz G (1978). "Estimating the Dimension of a Model." The Annals of Statistics, 6, 461-464.
-
(1978)
The Annals of Statistics
, vol.6
, pp. 461-464
-
-
Schwarz, G.1
-
27
-
-
0033556788
-
Mixtures of Probabilistic Principal Component Analysers
-
Tipping M, Bishop C (1999). "Mixtures of Probabilistic Principal Component Analysers." Neural Computation, 11(2), 443-482.
-
(1999)
Neural Computation
, vol.11
, Issue.2
, pp. 443-482
-
-
Tipping, M.1
Bishop, C.2
|