Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications

Author:

Bouguila Nizar,Ziou Djemel

Publisher

Elsevier BV

Subject

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

Reference19 articles.

1. A new look at the statistical model identification;Akaike;IEEE Trans. Autom. Contr.,1974

2. Natural gradient works efficiently in learning;Amari;Neural Computat.,1998

3. Bouguila, N., Ziou, D., Vaillancourt, J., 2002. A maximum likelihood estimation of the generalized Dirichlet mixture. Technical report, Département de Mathématiques et d’informatique, Université de Sherbrooke.

4. Novel mixtures based on the Dirichlet distribution: application to data and image classification;Bouguila,2003

5. Bouguila, N., Ziou, D., Vaillancourt, J., 2003b. Probabilistic multimedia summarizing based on the Dirichlet distribution. In: Oja, E., Kaynak, O., Alpaydin, E., Xu, L., (Eds.), Supplementary Proceedings of the Joint International Conference ICANN/ICONIP 2003, pp. 150–154.

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