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## Search the dblp DataBase
Nizar Bouguila:
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## Publications of Author- 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] - 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] - 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] - Nizar Bouguila, Djemel Ziou
**A probabilistic approach for shadows modeling and detection.**[Citation Graph (0, 0)][DBLP] ICIP (1), 2005, pp:329-332 [Conf] - 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] - 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] - 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] - 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] - 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] - 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] - 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] - 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] - 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] - 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] - 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] - 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] - 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] - 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] - 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] - 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] **Improved Online Support Vector Machines Spam Filtering Using String Kernels.**[Citation Graph (, )][DBLP]**Generating Video Textures by PPCA and Gaussian Process Dynamical Model.**[Citation Graph (, )][DBLP]**A Statistical Model for Histogram Refinement.**[Citation Graph (, )][DBLP]**Non-Gaussian mixture image models prediction.**[Citation Graph (, )][DBLP]**Online spam filtering using support vector machines.**[Citation Graph (, )][DBLP]**Online Video Textures Generation.**[Citation Graph (, )][DBLP]**Unsupervised Feature Selection for Accurate Recommendation of High-Dimensional Image Data.**[Citation Graph (, )][DBLP]**On Discrete Data Clustering.**[Citation Graph (, )][DBLP]**A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization.**[Citation Graph (, )][DBLP]**A Statistical Approach for Binary Vectors Modeling and Clustering.**[Citation Graph (, )][DBLP]**On Video Textures Generation: A Comparison Between Different Dimensionality Reduction Techniques.**[Citation Graph (, )][DBLP]**Bayesian Learning of Generalized Gaussian Mixture Models on Biomedical Images.**[Citation Graph (, )][DBLP]**An optimal bivariate Poisson field chart for monitoring defects.**[Citation Graph (, )][DBLP]**A generative model for spatial color image databases categorization.**[Citation Graph (, )][DBLP]**Spatial Color Image Databases Summarization.**[Citation Graph (, )][DBLP]
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