-
1
-
-
0027453616
-
Model-Based Gaussian and Non-Gaussian Clustering
-
Banfield JD, Raftery AE (1993). "Model-Based Gaussian and Non-Gaussian Clustering." Biometrics, 49(3), 803-821.
-
(1993)
Biometrics
, vol.49
, Issue.3
, pp. 803-821
-
-
Banfield, J.D.1
Raftery, A.E.2
-
2
-
-
0002344672
-
Large-Sample Results for Optimization-Based Clustering Methods
-
Bryant P (1991). "Large-Sample Results for Optimization-Based Clustering Methods." Journal of Classification, 8(1), 31-44.
-
(1991)
Journal of Classification
, vol.8
, Issue.1
, pp. 31-44
-
-
Bryant, P.1
-
3
-
-
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(3), 315-332.
-
(1992)
Computational Statistics & Data Analysis
, vol.14
, Issue.3
, pp. 315-332
-
-
Celeux, G.1
Govaert, G.2
-
5
-
-
0031493778
-
Trimmed k-Means: An Attempt to Robustify Quantizers
-
Cuesta-Albertos JA, Gordaliza A, Matran C (1997). "Trimmed k-Means: An Attempt to Robustify Quantizers." The Annals of Statistics, 25(2), 553-576.
-
(1997)
The Annals of Statistics
, vol.25
, Issue.2
, pp. 553-576
-
-
Cuesta-Albertos, J.A.1
Gordaliza, A.2
Matran, C.3
-
7
-
-
0000014486
-
Cluster Analysis of Multivariate Data: Efficiency vs. Interpretability of Classifications
-
Forgy EW (1965). "Cluster Analysis of Multivariate Data: Efficiency vs. Interpretability of Classifications." Biometrics, 21, 768-769.
-
(1965)
Biometrics
, vol.21
, pp. 768-769
-
-
Forgy, E.W.1
-
9
-
-
0032269108
-
How Many Clusters? Which Clustering Method? Answers via Model-Based Cluster Analysis
-
Fraley C, Raftery AE (1998). "How Many Clusters? Which Clustering Method? Answers via Model-Based Cluster Analysis." The Computer Journal, 41(8), 578-588.
-
(1998)
The Computer Journal
, vol.41
, Issue.8
, pp. 578-588
-
-
Fraley, C.1
Raftery, A.E.2
-
12
-
-
34147101277
-
Maximum Likelihood Clustering with Outliers
-
In K Jajuga, A Sokolowski, HH Bock (eds.), Springer-Verlag
-
Gallegos MT (2002). "Maximum Likelihood Clustering with Outliers." In K Jajuga, A Sokolowski, HH Bock (eds.), Classification, Clustering and Data Analysis: Recent Advances and Applications, pp. 247-255. Springer-Verlag.
-
(2002)
Classification, Clustering and Data Analysis: Recent Advances and Applications
, pp. 247-255
-
-
Gallegos, M.T.1
-
13
-
-
18444366492
-
A Robust Method for Cluster Analysis
-
Gallegos MT, Ritter G (2005). "A Robust Method for Cluster Analysis." The Annals of Statistics, 33(1), 347-380.
-
(2005)
The Annals of Statistics
, vol.33
, Issue.1
, pp. 347-380
-
-
Gallegos, M.T.1
Ritter, G.2
-
14
-
-
76149085499
-
Trimming Algorithms for Clustering Contaminated Grouped Data and Their Robustness
-
Gallegos MT, Ritter G (2009). "Trimming Algorithms for Clustering Contaminated Grouped Data and Their Robustness." Advances in Data Analysis and Classification, 3(2), 135-167.
-
(2009)
Advances In Data Analysis and Classification
, vol.3
, Issue.2
, pp. 135-167
-
-
Gallegos, M.T.1
Ritter, G.2
-
15
-
-
70549110606
-
Using Combinatorial Optimization in Model-Based Trimmed Clustering with Cardinality Constraints
-
Gallegos MT, Ritter G (2010). "Using Combinatorial Optimization in Model-Based Trimmed Clustering with Cardinality Constraints." Computational Statistics & Data Analysis, 54(3), 637-654.
-
(2010)
Computational Statistics & Data Analysis
, vol.54
, Issue.3
, pp. 637-654
-
-
Gallegos, M.T.1
Ritter, G.2
-
17
-
-
19244381376
-
Trimming Tools in Exploratory Data Analysis
-
García-Escudero LA, Gordaliza A, Matrán C (2003). "Trimming Tools in Exploratory Data Analysis." Journal of Computational and Graphical Statistics, 12(2), 434-449.
-
(2003)
Journal of Computational and Graphical Statistics
, vol.12
, Issue.2
, pp. 434-449
-
-
García-Escudero, L.A.1
Gordaliza, A.2
Matrán, C.3
-
18
-
-
51049119219
-
A General Trimming Approach to Robust Cluster Analysis
-
García-Escudero LA, Gordaliza A, Matrán C, Mayo-Iscar A (2008). "A General Trimming Approach to Robust Cluster Analysis." The Annals of Statistics, 36(3), 1324-1345.
-
(2008)
The Annals of Statistics
, vol.36
, Issue.3
, pp. 1324-1345
-
-
García-Escudero, L.A.1
Gordaliza, A.2
Matrán, C.3
Mayo-Iscar, A.4
-
19
-
-
77955847751
-
A Review of Robust Clustering Methods
-
García-Escudero LA, Gordaliza A, Matrán C, Mayo-Iscar A (2010). "A Review of Robust Clustering Methods." Advances in Data Analysis and Classification, 4(2-3), 89-109.
-
(2010)
Advances In Data Analysis and Classification
, vol.4
, Issue.2-3
, pp. 89-109
-
-
García-Escudero, L.A.1
Gordaliza, A.2
Matrán, C.3
Mayo-Iscar, A.4
-
20
-
-
80051470112
-
Exploring the Number of Groups in Robust Model-Based Clustering
-
García-Escudero LA, Gordaliza A, Matrán C, Mayo-Iscar A (2011). "Exploring the Number of Groups in Robust Model-Based Clustering." Statistics and Computing, 21(4), 585-599.
-
(2011)
Statistics and Computing
, vol.21
, Issue.4
, pp. 585-599
-
-
García-Escudero, L.A.1
Gordaliza, A.2
Matrán, C.3
Mayo-Iscar, A.4
-
21
-
-
0344513198
-
Outlier Detection in the Multiple Cluster Setting Using the Minimum Covariance Determinant Estimator
-
Hardin J, Rocke DM (2004). "Outlier Detection in the Multiple Cluster Setting Using the Minimum Covariance Determinant Estimator." Computational Statistics & Data Analysis, 44(4), 625-638.
-
(2004)
Computational Statistics & Data Analysis
, vol.44
, Issue.4
, pp. 625-638
-
-
Hardin, J.1
Rocke, D.M.2
-
22
-
-
0001354471
-
A Constrained Formulation of Maximum Likelihood Estimation for Normal Mixture Distributions
-
Hathaway RJ (1985). "A Constrained Formulation of Maximum Likelihood Estimation for Normal Mixture Distributions." The Annals of Statistics, 13(2), 795-800.
-
(1985)
The Annals of Statistics
, vol.13
, Issue.2
, pp. 795-800
-
-
Hathaway, R.J.1
-
23
-
-
24344501318
-
Breakdown Points for Maximum Likelihood-Estimators of Location-Scale Mixtures
-
Hennig C (2004). "Breakdown Points for Maximum Likelihood-Estimators of Location-Scale Mixtures." The Annals of Statistics, 32(4), 1313-1340.
-
(2004)
The Annals of Statistics
, vol.32
, Issue.4
, pp. 1313-1340
-
-
Hennig, C.1
-
26
-
-
11244333649
-
FlexMix: A General Framework for Finite Mixture Models and Latent Class Regression in R
-
Leisch F (2004). "FlexMix: A General Framework for Finite Mixture Models and Latent Class Regression in R." Journal of Statistical Software, 11(8), 1-18. URL http://www.jstatsoft.org/v11/i08/.
-
(2004)
Journal of Statistical Software
, vol.11
, Issue.8
, pp. 1-18
-
-
Leisch, F.1
-
27
-
-
0016203667
-
Multivariate Clustering Procedures with Variable Metrics
-
Maronna R, Jacovkis PM (1974). "Multivariate Clustering Procedures with Variable Metrics." Biometrics, 30(3), 499-505.
-
(1974)
Biometrics
, vol.30
, Issue.3
, pp. 499-505
-
-
Maronna, R.1
Jacovkis, P.M.2
-
28
-
-
84863309289
-
-
Version 1.3. Brisbane, Australia
-
McLachlan G (1999). Unix (Fortran) Version of EMMIX, Version 1.3. Brisbane, Australia. URL http://www.maths.uq.edu.au/~gjm/emmix/emmix.html.
-
(1999)
Unix (Fortran) Version of EMMIX
-
-
McLachlan, G.1
-
30
-
-
34548307049
-
Robust Fitting of Mixtures Using the Trimmed Likelihood Estimator
-
Neykov N, Filzmoser P, Dimova R, Neytchev P (2007). "Robust Fitting of Mixtures Using the Trimmed Likelihood Estimator." Computational Statistics & Data Analysis, 52(1), 299-308.
-
(2007)
Computational Statistics & Data Analysis
, vol.52
, Issue.1
, pp. 299-308
-
-
Neykov, N.1
Filzmoser, P.2
Dimova, R.3
Neytchev, P.4
-
31
-
-
84863311397
-
-
R package version 0.1
-
Neytchev P, Filzmoser P, Patnaik R, Eisl A, Boubela R (2012). Tlemix: Trimmed Maximum Likelihood Estimation. R package version 0.1, URL http://CRAN.R-project.org/package=tlemix.
-
(2012)
Tlemix: Trimmed Maximum Likelihood Estimation
-
-
Neytchev, P.1
Filzmoser, P.2
Patnaik, R.3
Eisl, A.4
Boubela, R.5
-
32
-
-
84863304598
-
-
R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0
-
R Development Core Team (2012). 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/.
-
(2012)
R: A Language and Environment For Statistical Computing
-
-
-
33
-
-
34147187402
-
Computational Connections between Robust Multivariate Analysis and Clustering
-
In W Ḧardle, B R̈onz (eds.)
-
Rocke DM, Woodruff DL (2002). "Computational Connections between Robust Multivariate Analysis and Clustering." In W Ḧardle, B R̈onz (eds.), COMPSTAT 2002 Proceedings in Computational Statistics, pp. 255-260.
-
(2002)
COMPSTAT 2002 Proceedings In Computational Statistics
, pp. 255-260
-
-
Rocke, D.M.1
Woodruff, D.L.2
-
34
-
-
0002564033
-
Multivariate Estimation with High Breakdown Point
-
W Grossmann, G Pflug, I Vincze, W Wertz (eds.), volume B, Reidel, Dordrecht
-
Rousseeuw PJ (1985). "Multivariate Estimation with High Breakdown Point." In W Grossmann, G Pflug, I Vincze, W Wertz (eds.), Mathematical Statistics and Applications, volume B, pp. 283-297. Reidel, Dordrecht.
-
(1985)
Mathematical Statistics and Applications
, pp. 283-297
-
-
Rousseeuw, P.J.1
-
35
-
-
0023453329
-
Silhouettes: A Graphical Aid to the Interpretation and Validation of Cluster Analysis
-
Rousseeuw PJ (1987). "Silhouettes: A Graphical Aid to the Interpretation and Validation of Cluster Analysis." Journal of Computational and Applied Mathematics, 20(1), 53-65.
-
(1987)
Journal of Computational and Applied Mathematics
, vol.20
, Issue.1
, pp. 53-65
-
-
Rousseeuw, P.J.1
-
36
-
-
0032680362
-
A Fast Algorithm for the Minimum Covariance Determinant Estimator
-
Rousseeuw PJ, Driessen KV (1999). "A Fast Algorithm for the Minimum Covariance Determinant Estimator." Technometrics, 41, 212-223.
-
(1999)
Technometrics
, vol.41
, pp. 212-223
-
-
Rousseeuw, P.J.1
Driessen, K.V.2
-
38
-
-
0010258583
-
Analyse d'un Ḿelange de Distributions de Probabilit́es de M̂eme Type
-
Schroeder A (1976). "Analyse d'un Ḿelange de Distributions de Probabilit́es de M̂eme Type." Revue de Statistique Appliqúee, 24, 39-62.
-
(1976)
Revue De Statistique Appliqúee
, vol.24
, pp. 39-62
-
-
Schroeder, A.1
-
40
-
-
27644568314
-
Linear Grouping Using Orthogonal Regression
-
Van Aelst S, Wang X, Zamar RH, Zhu R (2006). "Linear Grouping Using Orthogonal Regression." Computational Statistics & Data Analysis, 50(5), 1287-1312.
-
(2006)
Computational Statistics & Data Analysis
, vol.50
, Issue.5
, pp. 1287-1312
-
-
van Aelst, S.1
Wang, X.2
Zamar, R.H.3
Zhu, R.4
-
41
-
-
4444358559
-
Experiments with, and on, Algorithms for Maximum Likelihood Clustering
-
Woodruff DL, Reiners T (2004). "Experiments with, and on, Algorithms for Maximum Likelihood Clustering." Computational Statistics & Data Analysis, 47(2), 237-253.
-
(2004)
Computational Statistics & Data Analysis
, vol.47
, Issue.2
, pp. 237-253
-
-
Woodruff, D.L.1
Reiners, T.2
|