-
1
-
-
0019229236
-
Stability of a hierarchical clustering
-
S. P. Smith and R. Dubes, "Stability of a hierarchical clustering" Pattern Recognition, vol. 12, pp. 177-187, 1980.
-
(1980)
Pattern Recognition
, vol.12
, pp. 177-187
-
-
Smith, S.P.1
Dubes, R.2
-
2
-
-
0000642069
-
Replicating cluster analysis: Method, consistency, and validity
-
J. N. Breckenridge, "Replicating cluster analysis: method, consistency, and validity," Multivariate Behav. Res., vol. 24, no. 2, pp. 147-161, 1989.
-
(1989)
Multivariate Behav. Res.
, vol.24
, Issue.2
, pp. 147-161
-
-
Breckenridge, J.N.1
-
3
-
-
0037172724
-
A prediction-based resampling method for estimating the number of clusters in a dataset
-
research 0036.1-0036.21
-
S. Dudoit and J. Fridlyand, "A prediction-based resampling method for estimating the number of clusters in a dataset," Genome Biology, vol. 3, no. 7, pp. research 0036.1-0036.21, 2002, http://genomebiology.com/2002/3/7/research/0036.
-
(2002)
Genome Biology
, vol.3
, Issue.7
-
-
Dudoit, S.1
Fridlyand, J.2
-
4
-
-
0012452913
-
Cluster validation by prediction strength
-
Department of Biostatistics, Stanford University, September
-
R. Tibshirani, G. Walther, D. Botstein, and P. Brown, "Cluster validation by prediction strength," Tech. Rep., Department of Biostatistics, Stanford University, September 2001.
-
(2001)
Tech. Rep.
-
-
Tibshirani, R.1
Walther, G.2
Botstein, D.3
Brown, P.4
-
5
-
-
0036359730
-
A stability based method for discovering structure in clustered data
-
R. B. Altman and K. Lauderdalc, Eds., Kauai, Hawaii, USA
-
A. Ben-Hur, A. Elisseeff, and I. Guyon, "A stability based method for discovering structure in clustered data," in Biocomputing 2002: Proc. Pacific Symposium, R. B. Altman and K. Lauderdalc, Eds., vol. 7, pp. 6-17, Kauai, Hawaii, USA, 2002.
-
(2002)
Biocomputing 2002: Proc. Pacific Symposium
, vol.7
, pp. 6-17
-
-
Ben-Hur, A.1
Elisseeff, A.2
Guyon, I.3
-
6
-
-
0142057962
-
Detecting stable clusters using principal component analysis
-
M. J. Brownstein and A. Kohodursky, Eds., Humana Press, Totowa, NJ, USA
-
A. Ben-Hur and I. Guyon, "Detecting stable clusters using principal component analysis," in Methods in Molecular Biology, M. J. Brownstein and A. Kohodursky, Eds., pp. 159-182, Humana Press, Totowa, NJ, USA, 2003.
-
(2003)
Methods in Molecular Biology
, pp. 159-182
-
-
Ben-Hur, A.1
Guyon, I.2
-
7
-
-
0038724494
-
Consensus clustering: A resampling-based method for class discovery and vizualization of gene expression microarray data
-
S. Monti, P. Tamayo, J. Mesirov, and T. R. Golub, "Consensus clustering: a resampling-based method for class discovery and vizualization of gene expression microarray data," J. Mach. Learn. Res., vol. 52, no. 1-2, pp. 91-118, 2003.
-
(2003)
J. Mach. Learn. Res.
, vol.52
, Issue.1-2
, pp. 91-118
-
-
Monti, S.1
Tamayo, P.2
Mesirov, J.3
Golub, T.R.4
-
8
-
-
0000079837
-
Estimation of single-generation sibling relationships based on DNA markers
-
A. Almudevar and C. Field, "Estimation of single-generation sibling relationships based on DNA markers," J. Agric. Biol. Environ. Stat., vol. 4, no. 1, pp. 136-165, 1999.
-
(1999)
J. Agric. Biol. Environ. Stat.
, vol.4
, Issue.1
, pp. 136-165
-
-
Almudevar, A.1
Field, C.2
-
9
-
-
84945923591
-
A method for comparing two hierarchical clusterings
-
E. B. Fowlkes and C. L. Mallows, "A method for comparing two hierarchical clusterings," J. Amer. Statist. Assoc., vol. 78, no. 383, pp. 553-569, 1983.
-
(1983)
J. Amer. Statist. Assoc.
, vol.78
, Issue.383
, pp. 553-569
-
-
Fowlkes, E.B.1
Mallows, C.L.2
-
11
-
-
0032441150
-
Cluster analysis and display of genome-wide expression patterns
-
M. B. Eisen, P. T. Spellman, P. O. Brown, and D. Botstein, "Cluster analysis and display of genome-wide expression patterns," Proc. Natl. Acad. Sci. USA, vol. 95, no. 25, pp. 14863-14868, 1998.
-
(1998)
Proc. Natl. Acad. Sci. USA
, vol.95
, Issue.25
, pp. 14863-14868
-
-
Eisen, M.B.1
Spellman, P.T.2
Brown, P.O.3
Botstein, D.4
-
12
-
-
0003578015
-
-
Edward Arnold, London, UK, 3rd edition
-
B. S. Everitt, Cluster Analysis, Edward Arnold, London, UK, 3rd edition, 1993.
-
(1993)
Cluster Analysis
-
-
Everitt, B.S.1
-
13
-
-
0033569406
-
Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
-
T. R. Golub, D. K. Slonim, P. Tamayo, et al., "Molecular classification of cancer: class discovery and class prediction by gene expression monitoring," Science, vol. 286, no. 5439, pp. 531-537, 1999.
-
(1999)
Science
, vol.286
, Issue.5439
, pp. 531-537
-
-
Golub, T.R.1
Slonim, D.K.2
Tamayo, P.3
-
14
-
-
0013376415
-
Clustering genomic expression data: Design and evaluation principles
-
D. P. Berrar, W. Dubitzky, and M. Granzow, Eds., Kluwer Academic Publishers, Mass, USA
-
F. Azuaje and N. Bolshakova, "Clustering genomic expression data: design and evaluation principles," in A Practical Approach to Microarray Data Analysis, D. P. Berrar, W. Dubitzky, and M. Granzow, Eds., pp. 230-245, Kluwer Academic Publishers, Mass, USA, 2002.
-
(2002)
A Practical Approach to Microarray Data Analysis
, pp. 230-245
-
-
Azuaje, F.1
Bolshakova, N.2
-
15
-
-
0037399775
-
Cluster validation techniques for genome expression data
-
N. Bolshakova and F. Azuaje, "Cluster validation techniques for genome expression data," Signal Processing, vol. 83, no. 4, pp. 825-833, 2003.
-
(2003)
Signal Processing
, vol.83
, Issue.4
, pp. 825-833
-
-
Bolshakova, N.1
Azuaje, F.2
-
16
-
-
0001904220
-
Tumor classification by gene expression profiling: Comparison and validation of five clustering methods
-
M. Granzow, D. Berrar, W. Dubitzky, A. Schuster, F. Azuaje, and R. Elis, "Tumor classification by gene expression profiling: comparison and validation of five clustering methods," ACM-SIGBIO Newsletters, vol. 21, no. 1, pp. 16-22, 2001.
-
(2001)
ACM-SIGBIO Newsletters
, vol.21
, Issue.1
, pp. 16-22
-
-
Granzow, M.1
Berrar, D.2
Dubitzky, W.3
Schuster, A.4
Azuaje, F.5
Elis, R.6
-
17
-
-
0023905024
-
A criterion for determining the number of groups in a dataset using sum of squares clustering
-
W. Krzanowski and Y. Lai, "A criterion for determining the number of groups in a dataset using sum of squares clustering," Biometrics, vol. 44, pp. 23-34, 1985.
-
(1985)
Biometrics
, vol.44
, pp. 23-34
-
-
Krzanowski, W.1
Lai, Y.2
-
18
-
-
33748888529
-
Statistical theory in clustering
-
J. A. Hartigan, "Statistical theory in clustering," J. Classification, vol. 2, pp. 63-76, 1985.
-
(1985)
J. Classification
, vol.2
, pp. 63-76
-
-
Hartigan, J.A.1
-
19
-
-
84972893020
-
A dendrite method for cluster analysis
-
R. Calinski and J. Harabasz, "A dendrite method for cluster analysis," Commun. Statistics, vol. 3, no. 1, pp. 1-27, 1974.
-
(1974)
Commun. Statistics
, vol.3
, Issue.1
, pp. 1-27
-
-
Calinski, R.1
Harabasz, J.2
-
20
-
-
0035532141
-
Estimating the number of clusters in a dataset via the Gap statistic
-
R. Tibshirani, G. Walther, and T. Hastie, "Estimating the number of clusters in a dataset via the Gap statistic," J. R. Stat. Soc. Ser. B Stat. Methodol., vol. 63 (pt 2), pp. 411-423, 2001.
-
(2001)
J. R. Stat. Soc. Ser. B Stat. Methodol.
, vol.63
, Issue.PART 2
, pp. 411-423
-
-
Tibshirani, R.1
Walther, G.2
Hastie, T.3
-
21
-
-
84950632109
-
Objective criteria for the evaluation of clustering methods
-
W. M. Rand, "Objective criteria for the evaluation of clustering methods," J. Amer. Statist. Assoc., vol. 66, no. 336, pp. 846-850, 1971.
-
(1971)
J. Amer. Statist. Assoc.
, vol.66
, Issue.336
, pp. 846-850
-
-
Rand, W.M.1
-
22
-
-
0000210258
-
Nouvelles recherches sur la distribution florale
-
P. Jaccard, "Nouvelles recherches sur la distribution florale, " Bul. Soc. Vaud. Sci. Nat., vol. 44, pp. 223-270, 1908.
-
(1908)
Bul. Soc. Vaud. Sci. Nat.
, vol.44
, pp. 223-270
-
-
Jaccard, P.1
-
23
-
-
0038303369
-
Asymptotic and finite sample characteristics of four external criterion measures
-
G. W. Milligan and D. A. Schilling, "Asymptotic and finite sample characteristics of four external criterion measures," Multivariate Behav. Res., vol. 20, pp. 97-109, 1985.
-
(1985)
Multivariate Behav. Res.
, vol.20
, pp. 97-109
-
-
Milligan, G.W.1
Schilling, D.A.2
-
24
-
-
0037118191
-
Partition-distance: A problem and class of perfect graphs arising in clustering
-
D. Gusfield, "Partition-distance: a problem and class of perfect graphs arising in clustering," Inform. Process. Lett., vol. 82, no. 3, pp. 159-164, 2002.
-
(2002)
Inform. Process. Lett.
, vol.82
, Issue.3
, pp. 159-164
-
-
Gusfield, D.1
-
25
-
-
0000008146
-
Comparing partitions
-
L. Hubert and P. Arabie, "Comparing partitions," J. Classification, vol. 2, pp. 193-218, 1985.
-
(1985)
J. Classification
, vol.2
, pp. 193-218
-
-
Hubert, L.1
Arabie, P.2
-
26
-
-
84973745157
-
The measurement of classification agreement: An adjustment to the Rand statistic for the chance agreement
-
L. Morey and A. Agresti, "The measurement of classification agreement: an adjustment to the Rand statistic for the chance agreement," Educ. Psychol. Meas., vol. 44, pp. 33-37, 1984.
-
(1984)
Educ. Psychol. Meas.
, vol.44
, pp. 33-37
-
-
Morey, L.1
Agresti, A.2
-
27
-
-
84948872101
-
A study of the comparability of external criteria for hierarchical cluster analysis
-
G. W. Milligan and M. C. Cooper, "A study of the comparability of external criteria for hierarchical cluster analysis," Multivariate Behav. Res., vol. 21, pp. 441-458, 1986.
-
(1986)
Multivariate Behav. Res.
, vol.21
, pp. 441-458
-
-
Milligan, G.W.1
Cooper, M.C.2
-
28
-
-
0000272920
-
An algorithm for generating artificial test clusters
-
G. W. Milligan, "An algorithm for generating artificial test clusters," Psychometrika, vol. 50, no. 1, pp. 123-127, 1985.
-
(1985)
Psychometrika
, vol.50
, Issue.1
, pp. 123-127
-
-
Milligan, G.W.1
-
29
-
-
84949698779
-
Mixture model tests of hierarchical clustering algorithms: The problem of classifying everybody
-
C. Edelbrock, "Mixture model tests of hierarchical clustering algorithms: the problem of classifying everybody," Multivariate Behav. Res., vol. 14, pp. 367-384, 1979.
-
(1979)
Multivariate Behav. Res.
, vol.14
, pp. 367-384
-
-
Edelbrock, C.1
-
30
-
-
0642367624
-
Cluster stability scores for microarray data in cancer studies
-
M. Smolkin and D. Ghosh, "Cluster stability scores for microarray data in cancer studies," BMC Bioinformatics, vol. 4, no. 1, pp. 36, 2003.
-
(2003)
BMC Bioinformatics
, vol.4
, Issue.1
, pp. 36
-
-
Smolkin, M.1
Ghosh, D.2
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