-
1
-
-
0027453616
-
Model-based Gaussian and non-Gaussian clustering
-
Banfield JD, Raftery AE (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
-
2
-
-
77955085770
-
Combining mixture components for clustering
-
Seattle: University of Washington
-
Baudry JP, Raftery AE, Celeux G, Lo K, Gottardo R (2008) Combining mixture components for clustering. Technical report 540, University of Washington, Seattle.
-
(2008)
Technical Report 540
-
-
Baudry, J.P.1
Raftery, A.E.2
Celeux, G.3
Lo, K.4
Gottardo, R.5
-
3
-
-
0034228914
-
Assessing a mixture model for clustering with the integrated completed likelihood
-
Biernacki C, Celeux G, Govaert G (2000) Assessing a mixture model for clustering with the integrated completed likelihood. IEEE T Pattern Anal 22: 719-725.
-
(2000)
IEEE T Pattern Anal
, vol.22
, pp. 719-725
-
-
Biernacki, C.1
Celeux, G.2
Govaert, G.3
-
4
-
-
84970548695
-
A multivariate study of variation in two species of rock crab of genus Leptograpsus
-
Campbell NA, Mahon RJ (1974) A multivariate study of variation in two species of rock crab of genus Leptograpsus. Aust J Zool 22: 417-425.
-
(1974)
Aust J Zool
, vol.22
, pp. 417-425
-
-
Campbell, N.A.1
Mahon, R.J.2
-
5
-
-
84983993025
-
Data features
-
Davies PL (1995) Data features. Stat Neerl 49: 185-245.
-
(1995)
Stat Neerl
, vol.49
, pp. 185-245
-
-
Davies, P.L.1
-
6
-
-
0035998835
-
Model-based clustering, discriminant analysis, and density estimation
-
Fraley C, Raftery AE (2002) Model-based clustering, discriminant analysis, and density estimation. J Am Stat Assoc 97: 611-631.
-
(2002)
J Am Stat Assoc
, vol.97
, pp. 611-631
-
-
Fraley, C.1
Raftery, A.E.2
-
7
-
-
0742306126
-
Enhanced software for model-based clustering, density estimation and discriminant analysis
-
Fraley C, Raftery AE (2003) Enhanced software for model-based clustering, density estimation and discriminant analysis. J Classif 20: 263-286.
-
(2003)
J Classif
, vol.20
, pp. 263-286
-
-
Fraley, C.1
Raftery, A.E.2
-
10
-
-
0001131390
-
Discriminant analysis by Gaussian mixtures
-
Hastie T, Tibshirani R (1996) Discriminant analysis by Gaussian mixtures. J Roy Stat Soc B Met 58: 155-176.
-
(1996)
J Roy Stat Soc B Met
, vol.58
, pp. 155-176
-
-
Hastie, T.1
Tibshirani, R.2
-
11
-
-
11244342326
-
Asymmetric linear dimension reduction for classification
-
Hennig C (2005) Asymmetric linear dimension reduction for classification. J Comput Graph Stat 13: 930-945.
-
(2005)
J Comput Graph Stat
, vol.13
, pp. 930-945
-
-
Hennig, C.1
-
12
-
-
84858749722
-
Ridgeline plot and clusterwise stability as tools for merging Gaussian mixture components
-
H. Locarek-Junge and C. Weihs (Eds.), Berlin, accepted for publication: Springer
-
Hennig C (2010) Ridgeline plot and clusterwise stability as tools for merging Gaussian mixture components. In: Locarek-Junge H, Weihs C (eds) Classification as a tool for research. Springer, Berlin, accepted for publication.
-
(2010)
Classification as a Tool for Research
-
-
Hennig, C.1
-
13
-
-
84879562466
-
The noise component in model-based cluster analysis
-
C. Preisach, H. Burkhard, L. Schmidt-Thieme, and R. Decker (Eds.), Berlin: Springer
-
Hennig C, Coretto P (2008) The noise component in model-based cluster analysis. In: Preisach C, Burkhard H, Schmidt-Thieme L, Decker R (eds) Data analysis, machine learning and applications. Springer, Berlin, pp 127-138.
-
(2008)
Data Analysis, Machine Learning and Applications
, pp. 127-138
-
-
Hennig, C.1
Coretto, P.2
-
14
-
-
0002954754
-
Consistent estimation of the order of a mixture model
-
Keribin C (2000) Consistent estimation of the order of a mixture model. Sankhya Ser A 62: 49-66.
-
(2000)
Sankhya Ser A
, vol.62
, pp. 49-66
-
-
Keribin, C.1
-
15
-
-
26644438098
-
Clustering based on a multilayer mixture model
-
Li J (2004) Clustering based on a multilayer mixture model. J Comput Graph Stat 14: 547-568.
-
(2004)
J Comput Graph Stat
, vol.14
, pp. 547-568
-
-
Li, J.1
-
16
-
-
51249188317
-
Some properties of affinity and applications
-
Matusita K (1971) Some properties of affinity and applications. Ann I Stat Math 23: 137-155.
-
(1971)
Ann I Stat Math
, vol.23
, pp. 137-155
-
-
Matusita, K.1
-
18
-
-
33750744475
-
Generation of random clusters with specified degree of separation
-
Qiu W, Joe H (2006) Generation of random clusters with specified degree of separation. J Classif 23: 315-334.
-
(2006)
J Classif
, vol.23
, pp. 315-334
-
-
Qiu, W.1
Joe, H.2
-
19
-
-
30344468432
-
The topography of multivariate normal mixtures
-
Ray S, Lindsay BG (2005) The topography of multivariate normal mixtures. Ann Stat 33: 2042-2065.
-
(2005)
Ann Stat
, vol.33
, pp. 2042-2065
-
-
Ray, S.1
Lindsay, B.G.2
-
20
-
-
0021404166
-
Mixture densities, maximum likelihood and the EM algorithm
-
Redner RA, Walker HF (1984) Mixture densities, maximum likelihood and the EM algorithm. SIAM Rev 26: 195-239.
-
(1984)
SIAM Rev
, vol.26
, pp. 195-239
-
-
Redner, R.A.1
Walker, H.F.2
-
21
-
-
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
-
22
-
-
85075951328
-
Nuclear feature extraction for breast tumor diagnosis
-
CA: San Jose
-
Street WN, Wolberg WH, Mangasarian OL (1993) Nuclear feature extraction for breast tumor diagnosis. IS & T/SPIE 1993 international symposium on electronic imaging: science and technology, vol 1905, San Jose, CA, pp 861-870.
-
(1993)
IS & T/SPIE 1993 International Symposium on Electronic Imaging: Science and Technology
, vol.1905
, pp. 861-870
-
-
Street, W.N.1
Wolberg, W.H.2
Mangasarian, O.L.3
-
24
-
-
26644472430
-
Cluster validation by prediction strength
-
Tibshirani R, Walther G (2005) Cluster validation by prediction strength. J Comput Graph Stat 14: 511-528.
-
(2005)
J Comput Graph Stat
, vol.14
, pp. 511-528
-
-
Tibshirani, R.1
Walther, G.2
-
25
-
-
0035532141
-
Estimating the number of clusters in a dataset via the gap statistic
-
Tibshirani R, Walther G, Hastie T (2001) Estimating the number of clusters in a dataset via the gap statistic. J Roy Stat Soc B Met 63: 411-423.
-
(2001)
J Roy Stat Soc B Met
, vol.63
, pp. 411-423
-
-
Tibshirani, R.1
Walther, G.2
Hastie, T.3
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