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Nizar Bouguila: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou
    A Robust Video Foreground Segmentation by Using Generalized Gaussian Mixture Modeling. [Citation Graph (0, 0)][DBLP]
    CRV, 2007, pp:503-509 [Conf]
  2. Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou
    Finite Generalized Gaussian Mixture Modeling and Applications to Image and Video Foreground Segmentation. [Citation Graph (0, 0)][DBLP]
    CRV, 2007, pp:183-190 [Conf]
  3. Nizar Bouguila, Djemel Ziou
    On Fitting Finite Dirichlet Mixture Using ECM and MML. [Citation Graph (0, 0)][DBLP]
    ICAPR (1), 2005, pp:172-182 [Conf]
  4. Nizar Bouguila, Djemel Ziou
    A probabilistic approach for shadows modeling and detection. [Citation Graph (0, 0)][DBLP]
    ICIP (1), 2005, pp:329-332 [Conf]
  5. Nizar Bouguila, Djemel Ziou
    A Powreful Finite Mixture Model Based on the Generalized Dirichlet Distribution: Unsupervised Learning and Applications. [Citation Graph (0, 0)][DBLP]
    ICPR (1), 2004, pp:280-283 [Conf]
  6. Djemel Ziou, Nizar Bouguila
    Unsupervised Learning of a Finite Gamma Mixture Using MML: Application to SAR Image Analysis. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2004, pp:68-71 [Conf]
  7. Nizar Bouguila, Djemel Ziou
    MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection. [Citation Graph (0, 0)][DBLP]
    MLDM, 2005, pp:42-51 [Conf]
  8. Nizar Bouguila, Djemel Ziou, Jean Vaillancourt
    Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image Classification. [Citation Graph (0, 0)][DBLP]
    MLDM, 2003, pp:172-181 [Conf]
  9. Nizar Bouguila, Djemel Ziou
    A New Approach for High-Dimensional Unsupervised Learning: Applications to Image Restoration. [Citation Graph (0, 0)][DBLP]
    PReMI, 2005, pp:200-205 [Conf]
  10. Nizar Bouguila, Djemel Ziou
    Unsupervised Learning of a Finite Discrete Mixture Model Based on the Multinomial Dirichlet Distribution: Application to Texture Modeling. [Citation Graph (0, 0)][DBLP]
    PRIS, 2004, pp:118-127 [Conf]
  11. Nizar Bouguila, Djemel Ziou
    Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2005, v:26, n:12, pp:1916-1925 [Journal]
  12. Nizar Bouguila, Djemel Ziou, Jean Vaillancourt
    Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 2004, v:13, n:11, pp:1533-1543 [Journal]
  13. Nizar Bouguila, Djemel Ziou
    A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 2006, v:15, n:9, pp:2657-2668 [Journal]
  14. Nizar Bouguila, Djemel Ziou
    Unsupervised Selection of a Finite Dirichlet Mixture Model: An MML-Based Approach. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:8, pp:993-1009 [Journal]
  15. Nizar Bouguila, Djemel Ziou, Ernest Monga
    Practical Bayesian estimation of a finite beta mixture through gibbs sampling and its applications. [Citation Graph (0, 0)][DBLP]
    Statistics and Computing, 2006, v:16, n:2, pp:215-225 [Journal]
  16. Nizar Bouguila, Djemel Ziou, Riad I. Hammoud
    A Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
  17. Sabri Boutemedjet, Nizar Bouguila, Djemel Ziou
    Unsupervised Feature and Model Selection for Generalized Dirichlet Mixture Models. [Citation Graph (0, 0)][DBLP]
    ICIAR, 2007, pp:330-341 [Conf]
  18. Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila
    A Graphical Model for Content Based Image Suggestion and Feature Selection. [Citation Graph (0, 0)][DBLP]
    PKDD, 2007, pp:30-41 [Conf]
  19. Nizar Bouguila, Djemel Ziou
    High-Dimensional Unsupervised Selection and Estimation of a Finite Generalized Dirichlet Mixture Model Based on Minimum Message Length. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2007, v:29, n:10, pp:1716-1731 [Journal]
  20. Nizar Bouguila, Djemel Ziou
    Unsupervised learning of a finite discrete mixture: Applications to texture modeling and image databases summarization. [Citation Graph (0, 0)][DBLP]
    J. Visual Communication and Image Representation, 2007, v:18, n:4, pp:295-309 [Journal]

  21. Improved Online Support Vector Machines Spam Filtering Using String Kernels. [Citation Graph (, )][DBLP]


  22. Generating Video Textures by PPCA and Gaussian Process Dynamical Model. [Citation Graph (, )][DBLP]


  23. A Statistical Model for Histogram Refinement. [Citation Graph (, )][DBLP]


  24. Non-Gaussian mixture image models prediction. [Citation Graph (, )][DBLP]


  25. Online spam filtering using support vector machines. [Citation Graph (, )][DBLP]


  26. Online Video Textures Generation. [Citation Graph (, )][DBLP]


  27. Unsupervised Feature Selection for Accurate Recommendation of High-Dimensional Image Data. [Citation Graph (, )][DBLP]


  28. On Discrete Data Clustering. [Citation Graph (, )][DBLP]


  29. A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization. [Citation Graph (, )][DBLP]


  30. A Statistical Approach for Binary Vectors Modeling and Clustering. [Citation Graph (, )][DBLP]


  31. On Video Textures Generation: A Comparison Between Different Dimensionality Reduction Techniques. [Citation Graph (, )][DBLP]


  32. Bayesian Learning of Generalized Gaussian Mixture Models on Biomedical Images. [Citation Graph (, )][DBLP]


  33. An optimal bivariate Poisson field chart for monitoring defects. [Citation Graph (, )][DBLP]


  34. A generative model for spatial color image databases categorization. [Citation Graph (, )][DBLP]


  35. Spatial Color Image Databases Summarization. [Citation Graph (, )][DBLP]


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