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Robust supervised classification with mixture models: Learning from data with uncertain labels

  • Published:2009-11 Issue:11 Volume:42 Page:2649-2658
  • ISSN:0031-3203
  • Container-title:Pattern Recognition
  • language:en
  • Short-container-title:Pattern Recognition

Author:

Bouveyron Charles,Girard Stéphane

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software

Reference33 articles.

1. Model-based Gaussian and non-Gaussian clustering;Banfield;Biometrics,1993

2. High breakdown mixture discriminant analysis;Bashir;Journal of Multivariate Analysis,2005

3. Dynamic Programming;Bellman,1957

4. Regularized Gaussian discriminant analysis through eigenvalue decomposition;Bensmail;Journal of the American Statistical Association,1996

5. High-dimensional data clustering;Bouveyron;Computational Statistics and Data Analysis,2007

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