-
1
-
-
0027453616
-
Model-based Gaussian and non-Gaussian clustering
-
Banfield, J.D. and Raftery, A.E. 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
-
3
-
-
0002550769
-
Refining initial points for k-means clustering
-
J. Shavlik (Ed). San Francisco: Morgan Kaufman
-
Bradley, P.S. and Fayyad, U.M. 1998. Refining initial points for k-means clustering. In Proc. 15th Int. Conf. on Machine Learning, J. Shavlik (Ed). San Francisco: Morgan Kaufman, pp. 91-99.
-
(1998)
Proc. 15th Int. Conf. on Machine Learning
, pp. 91-99
-
-
Bradley, P.S.1
Fayyad, U.M.2
-
4
-
-
0002607026
-
Bayesian classification (AutoClass): Theory and results
-
U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy (Eds.). Cambridge, MA: The MIT Press
-
Cheeseman, P. and Stutz, J. 1996. Bayesian classification (AutoClass): Theory and results. In Advances in Knowledge Discovery and Data Mining, U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy (Eds.). Cambridge, MA: The MIT Press, pp. 153-180.
-
(1996)
Advances in Knowledge Discovery and Data Mining
, pp. 153-180
-
-
Cheeseman, P.1
Stutz, J.2
-
5
-
-
0042547689
-
Detecting features in spatial point processes with clutter via model-based clustering
-
Department of Statistics, University of Washington
-
Dasgupta, A. and Raftery, A. 1995. Detecting features in spatial point processes with clutter via model-based clustering. Technical Report No. 195, Department of Statistics, University of Washington.
-
(1995)
Technical Report No. 195
, vol.195
-
-
Dasgupta, A.1
Raftery, A.2
-
6
-
-
0002629270
-
Maximum likelihood from incomplete data via the EM algorithm
-
Dempster, A.P., Laird, N.M., and Robin, D.B. 1977. Maximum likelihood from incomplete data via the EM algorithm (with discussion). Journal of the Royal Statistical Society B, 39:1-38.
-
(1977)
Journal of the Royal Statistical Society B
, vol.39
, pp. 1-38
-
-
Dempster, A.P.1
Laird, N.M.2
Robin, D.B.3
-
10
-
-
0002389633
-
Automating the analysis and cataloging of sky surveys
-
U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy (Eds.). Cambridge, MA: The MIT Press
-
Fayyad, U.M., Djorgovski, S.G., and Weir, N. 1996. Automating the analysis and cataloging of sky surveys. In Advances in Knowledge Discovery and Data Mining, U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy (Eds.). Cambridge, MA: The MIT Press, pp. 471-493.
-
(1996)
Advances in Knowledge Discovery and Data Mining
, pp. 471-493
-
-
Fayyad, U.M.1
Djorgovski, S.G.2
Weir, N.3
-
11
-
-
85043349209
-
Initialization of iterative refinement clustering algorithms
-
R. Agrawal, P. Stolorz, and G. Piatetsky-Shapiro (Eds.). Menlo Park, CA: AAAI Press
-
Fayyad, U.M., Reina, C., and Bradley, P.S. 1998. Initialization of iterative refinement clustering algorithms. In Proc 4th Int. Conf. on Knowledge Discovery and Data Mining KDD-98, R. Agrawal, P. Stolorz, and G. Piatetsky-Shapiro (Eds.). Menlo Park, CA: AAAI Press, pp. 193-198.
-
(1998)
Proc 4th Int. Conf. on Knowledge Discovery and Data Mining KDD-98
, pp. 193-198
-
-
Fayyad, U.M.1
Reina, C.2
Bradley, P.S.3
-
12
-
-
0003862207
-
How many clusters? Which clustering method? Answers via model-based cluster analysis
-
Department of Statistics, University of Washington, Box 354322, Seattle, QA 98195-4322
-
Fraley, C. and Raftery, A.E. 1998. How many clusters? Which clustering method? Answers via model-based cluster analysis. Technical Report No. 329, Department of Statistics, University of Washington, Box 354322, Seattle, QA 98195-4322.
-
(1998)
Technical Report No. 329
, vol.329
-
-
Fraley, C.1
Raftery, A.E.2
-
13
-
-
0001934955
-
A new test for multivariate normality and homoscedasticity
-
Hawkins, D.M. 1981. A new test for multivariate normality and homoscedasticity. Technometrics, 23:105-110.
-
(1981)
Technometrics
, vol.23
, pp. 105-110
-
-
Hawkins, D.M.1
-
14
-
-
0040303508
-
Cluster analysis
-
D.M. Hawkins (Ed.). Cambridge: Cambridge University Press
-
Hawkins, D.M., Muller, M.W., and ten Krooden, J.A. 1982. Cluster analysis. In Topics in Applied Multivariate Analysis, D.M. Hawkins (Ed.). Cambridge: Cambridge University Press, pp. 303-356.
-
(1982)
Topics in Applied Multivariate Analysis
, pp. 303-356
-
-
Hawkins, D.M.1
Muller, M.W.2
Ten Krooden, J.A.3
-
17
-
-
26444479778
-
Optimization by simulated annealing
-
Kirkpaterick, S., Gelatt, J., and Vecchi, M.P. 1983. Optimization by simulated annealing. Science, 220:671-680.
-
(1983)
Science
, vol.220
, pp. 671-680
-
-
Kirkpaterick, S.1
Gelatt, J.2
Vecchi, M.P.3
-
18
-
-
0023570352
-
On bootstrapping the likelihood ratio test statistic for the number of components in a normal mixture
-
McLachlan, G.J. 1987. On bootstrapping the likelihood ratio test statistic for the number of components in a normal mixture. Applied Statistics, 36:318-324.
-
(1987)
Applied Statistics
, vol.36
, pp. 318-324
-
-
McLachlan, G.J.1
-
21
-
-
0003022525
-
-
Center for Statistics, Department of Mathematics, University of Queensland, St. Lucia, Queensland 4072, Australia
-
McLachlan, G.J. and Peel, D. 1998. MIXFIT: An algorithm for the automatic fitting and testing of normal mixture models. Center for Statistics, Department of Mathematics, University of Queensland, St. Lucia, Queensland 4072, Australia.
-
(1998)
MIXFIT: An Algorithm for the Automatic Fitting and Testing of Normal Mixture Models
-
-
McLachlan, G.J.1
Peel, D.2
-
22
-
-
0345652259
-
-
Department of Astronomy, California Institute of Technology, Pasadena, CA 91125
-
Odewahn, S.C., Djorgovski, S.G., Brunner, R.J., and Gal, R. 1998. Data from the digitized palomar sky survey. Department of Astronomy, California Institute of Technology, Pasadena, CA 91125.
-
(1998)
Data from the Digitized Palomar Sky Survey
-
-
Odewahn, S.C.1
Djorgovski, S.G.2
Brunner, R.J.3
Gal, R.4
-
23
-
-
0030500928
-
Robustness properties of S-estimators of multivariate location and shape in high dimension
-
Rocke, D.M. 1996. "Robustness properties of S-estimators of multivariate location and shape in high dimension. The Annals of Statistics, 24:1327-1345.
-
(1996)
The Annals of Statistics
, vol.24
, pp. 1327-1345
-
-
Rocke, D.M.1
-
24
-
-
0347191130
-
-
Center for Image Processing and Integrated Computing, University of California, Davis, CA 95616
-
Rocke, D.M. 1998. Constructive Statistics: Estimators, Algorithms, and Asymptotics. Center for Image Processing and Integrated Computing, University of California, Davis, CA 95616.
-
(1998)
Constructive Statistics: Estimators, Algorithms, and Asymptotics
-
-
Rocke, D.M.1
-
26
-
-
0032680362
-
A fast algorithm for the minimum covariance determinant estimator
-
Rousseeuw, P.J. and Van Driessen, K. 1999. A fast algorithm for the minimum covariance determinant estimator. Techometrics, 41:212-223.
-
(1999)
Techometrics
, vol.41
, pp. 212-223
-
-
Rousseeuw, P.J.1
Van Driessen, K.2
-
29
-
-
0000755003
-
Automated star/galaxy classification for digitized POSS-II
-
Weir, N., Fayyad, U.M., and Djorgovski, S.G. 1995. Automated star/galaxy classification for digitized POSS-II. The Astronomical Journal, 109:2401-2414.
-
(1995)
The Astronomical Journal
, vol.109
, pp. 2401-2414
-
-
Weir, N.1
Fayyad, U.M.2
Djorgovski, S.G.3
-
30
-
-
0039714920
-
Object classification in astronomical images
-
G.J. Babu and E.D. Feigelson (Ed.). New York: Springer-Verlag
-
White, R.L. 1997. Object classification in astronomical images. In Statistical Challenges in Modern Astronomy II, G.J. Babu and E.D. Feigelson (Ed.). New York: Springer-Verlag, pp. 135-148.
-
(1997)
Statistical Challenges in Modern Astronomy II
, pp. 135-148
-
-
White, R.L.1
-
31
-
-
0004005602
-
A Monte Carlo study of the sampling distribution of the likelihood ratio for mixtures of multinormal distributions
-
San Diego: U.S. Naval Personnel and Training Research Laboratory
-
Wolf, J. 1971. A Monte Carlo study of the sampling distribution of the likelihood ratio for mixtures of multinormal distributions. Technical Report STB 72-2, San Diego: U.S. Naval Personnel and Training Research Laboratory.
-
(1971)
Technical Report
, vol.STB 72-2
-
-
Wolf, J.1
-
32
-
-
21844492457
-
Computable robust estimation of multivariate location and shape in high dimension using compound estimators
-
Woodruff, D.L. and Rocke, D.M. 1994. Computable robust estimation of multivariate location and shape in high dimension using compound estimators. Journal of the American Statistical Association, 89:888-896.
-
(1994)
Journal of the American Statistical Association
, vol.89
, pp. 888-896
-
-
Woodruff, D.L.1
Rocke, D.M.2
-
33
-
-
0002210265
-
On convergence properties of the EM algorithm for Gaussian mixtures
-
Wu, C.F.J. 1983. On convergence properties of the EM algorithm for Gaussian mixtures. Annals of Statistics, 11:95-103.
-
(1983)
Annals of Statistics
, vol.11
, pp. 95-103
-
-
Wu, C.F.J.1
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