142
Views
2
CrossRef citations to date
0
Altmetric
Research Article

A new approach to classification

&
Pages 137-146 | Received 08 Jul 2008, Published online: 15 Dec 2009

References

  • Augusta , Y. and Dowe , D. L. 2003 . “ Clustering of Gaussian and t distributions using minimum message length ” . In AI 2003: Advances in Artificial Intelligence, Lecture Notes in Computing Sciences , 477 – 489 . Berlin/Heidelberg : Springer .
  • Banfield , D. B. and Raftery , A. E. 1993 . Model-based Gaussian and non-Gaussian clustering . Biometrics , 49 : 803 – 821 .
  • Bensmail , H. , Celeux , G. , Raftery , A. E. and Robert , C. P. 1997 . Inference in model-based cluster analysis . Statist. Comput. , 7 : 1 – 10 .
  • Celeux , G. and Govaert , G. 1995 . Gaussian parsimonious clustering models . Pattern Recognit. , 28 : 781 – 793 .
  • Crawford , S. L. 1994 . An application of Laplace method to finite mixture distributions . J. Amer. Statist. Assoc. , 89 : 259 – 267 .
  • Escobar , M. D. 1994 . Estimating normal means with a Dirichlet process prior . Journal of the American Statistical Association , 89 : 268 – 277 .
  • Escobar , M. D. and West , M. 1995 . Bayesian density estimation and inference using mixtures . Journal of the American Statistical Association , 90 : 577 – 588 .
  • Gordon , A. D. 1997 . “ Classification ” . In CRC Monographs on Statistics and Applied Probability , London : Chapman and Hall .
  • Green , P. 1995 . Reversible jump Markov chain Monte Carlo computation and Bayesian model determination . Biometrika , 82 : 711 – 732 .
  • McCullagh , P. and Yang , J. 2008 . How many clusters? . Bayesian Anal. , 3 : 101 – 120 .
  • McGrory , C. A. and Titterington , D. M. 2007 . Variational approximations in Bayesian model selection for finite mixture distributions . Comput. Statist. Data Anal. , 51 : 5352 – 5367 .
  • Neal , M. R. “ Density modeling and clustering using Dirichlet diffusion trees ” . In Bayesian 7 Edited by: Bernardo , J. M. 619 – 629 .
  • Peña , D. and Prieto , J. F. 2001 . Clustering identification using projections . Journal of the American Statistical Association , 96 : 1433 – 1445 .
  • Quintana , F. A. and Iglesias , P. L. 1995 . Bayesian clustering and product partition models . J. R. Statis. Soc. Ser. B , 65 : 557 – 574 .
  • Richardson , S. and Green , P. J. 1997 . On Bayesian analysis of mixtures with an unknown number of components . J. R. Statis. Soc. Ser. B , 59 : 731 – 792 .
  • Roberts , S. J. , Holmes , C. and Denison , D. 2001 . Minimum-entropy data partitioning using reversible jump Markov chain Monte Carlo . IEEE Trans. Pattern Anal. Mach. Intell. , 23 : 909 – 914 .
  • Stephens , M. 2001 . Bayesian Analysis of mixture models with an unknown number of components- an alternative to reversible jump methods . Ann. Statis. , 28 : 40 – 74 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.