Model-based Clustering References
Department of Statistics, University of Washington
Model-based clustering for image segmentation and large datasets via sampling
Ron Wehrens, Lutgarde Buydens, Chris Fraley and Adrian Raftery.
Technical Report no. 424, Department of Statistics, University of Washington, February 2003.
(758K bytes).
MCLUST: Software for model-based clustering, discriminant analysis,
and density estimation
Chris Fraley and Adrian E. Raftery.
Technical Report no. 415, Department of Statistics,
University of Washington, October 2002.
(2.3M bytes).
Model-based clustering, discriminant analysis, and density estimation
Chris Fraley and Adrian E. Raftery.
Technical Report no. 380, Department of Statistics,
University of Washington, October 2000.
(3.2M bytes).
Journal of the American Statistical Association 97:611-631 (2002).
Model-based clustering and data transformation for gene expression data,
K. Y. Yeung, C. Fraley, A. Murua, A. E. Raftery and W. L. Ruzzo,
Technical Report no. 396, May 2001
(636K bytes).
Bioinformatics 17:977-987 (2001).
Hierarchical Clustering for Large Data Sets
Christian Posse.
Technical Report no. 363, November 1999
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Journal of Computational and Graphical Statistics 10:464-486 (2001).
MCLUST: Software for Model-Based Clustering and Discriminant Analysis
Chris Fraley and Adrian E. Raftery.
Technical Report no. 342, November 1998
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shortened version:
Journal of Classification 16:297-306 (1999).
How many clusters? Which clustering method? - Answers via Model-Based Cluster
Analysis
Chris Fraley and Adrian E. Raftery.
Technical Report no. 329, February 1998
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Computer Journal 41:578-588 (1998).
Bayesian Estimation and Segmentation of Spatial Point Processes
using Voronoi Tilings
Simon D. Byers and Adrian E. Raftery.
Technical Report no. 326, December 1997
(5.4M bytes).
Model-Based Methods for Real-Time Textile Fault Detection
J. G. Campbell, C. Fraley, D. Stanford, F. Murtagh and A. E. Raftery.
International Journal of Imaging Systems and
Technology 10:339-346 (1999).
Three Types of Gamma Ray Bursts
S. Mukerjee, E. Feigelson, G. Babu, F. Murtagh,
C. Fraley and A. Raftery.
Technical Report, Dept. of Astronomy and Astrophysics,
Pennsylvania State University.
Astrophysical Journal 508:314-327 (1998).
Principal Curve Clustering with Noise
Derek Stanford and Adrian Raftery.
Technical Report no. 317, February 1997
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IEEE Transactions on Pattern Analysis and Machine Intelligence
22:601-609 (2000).
Linear Flaw Detection in Woven Textiles using Model-Based Clustering
Jonathan G. Campbell, Chris Fraley, Fionn Murtagh and Adrian E. Raftery.
Technical Report no. 314, July 1996
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Pattern Recognition Letters 18:1539-1548 (1997).
Algorithms for Model-Based Gaussian Hierarchical Clustering
Chris Fraley.
Technical Report no. 311, October 1996
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SIAM Journal on Scientific Computing 20:270-281 (1998).
Nearest Neighbor Clutter Removal for Estimating Features
in Spatial Point Processes.
Simon Byers and Adrian E. Raftery.
Technical Report no. 305, April 1996
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Journal of the
American Statistical Association 93:577-584 (1998).
Detecting Features in Spatial Point Processes with Clutter via Model-Based
Clustering.
Abhijit Dasgupta and Adrian E. Raftery.
Technical Report no. 295, October 1995
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Journal of the
American Statistical Association 93:294-302 (1998).
Non-parametric Maximum Likelihood Estimation of Features in Spatial Point
Processes Using Voronoi Tessellation
Denis Allard.
Technical Report no. 293, August 1995.
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(revised version)
Denis Allard and Chris Fraley.
Technical Report no. 293R, December 1996.
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Journal of the American Statistical Association 92:1485-1493 (1997).
Inference in Model-Based Cluster Analysis
Halima Bensmail, Gilles Celeux, Adrian E. Raftery and Christian P. Robert.
Technical Report no. 285, March 1995
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Statistics and Computing 7:1-10 (1997).
Regularized Gaussian Discriminant Analysis through Eigenvalue Decomposition
Halima Bensmail and Gilles Celeux.
Technical Report no. 282, January 1995
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Journal of the American Statistical Association 91:1743-1748
(1996).
Bayes Factors
Robert E. Kass and Adrian E. Raftery.
Technical Report no. 254, March 1993
(457K bytes).
Journal of the American Statistical Association 90:773-795 (1995).