Nizar Bouguila

	2009
32		Surath Aebtarm, Nizar Bouguila: An optimal bivariate Poisson field chart for monitoring defects. CCECE 2009: 691-694
31		Ola Amayri, Nizar Bouguila: Online spam filtering using support vector machines. ISCC 2009: 337-340
30		Nizar Bouguila, Khalid Daoudi: A Statistical Approach for Binary Vectors Modeling and Clustering. PAKDD 2009: 184-195
29		Nizar Bouguila, Djemel Ziou: A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization. PAKDD 2009: 463-474
28		Nizar Bouguila: A Model-Based Approach for Discrete Data Clustering and Feature Weighting Using MAP and Stochastic Complexity. IEEE Trans. Knowl. Data Eng. 21(12): 1649-1664 (2009)
27		Nizar Bouguila, Ola Amayri: A discrete mixture-based kernel for SVMs: Application to spam and image categorization. Inf. Process. Manage. 45(6): 631-642 (2009)
26		Nizar Bouguila, Walid ElGuebaly: Discrete data clustering using finite mixture models. Pattern Recognition 42(1): 33-42 (2009)
	2008
25		Nizar Bouguila, Walid ElGuebaly: A Statistical Model for Histogram Refinement. ICANN (1) 2008: 837-846
24		Nizar Bouguila: Non-Gaussian mixture image models prediction. ICIP 2008: 2580-2583
23		Nizar Bouguila, Walid ElGuebaly: On Discrete Data Clustering. PAKDD 2008: 503-510
22		Nizar Bouguila: Clustering of Count Data Using Generalized Dirichlet Multinomial Distributions. IEEE Trans. Knowl. Data Eng. 20(4): 462-474 (2008)
	2007
21		Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou: Finite Generalized Gaussian Mixture Modeling and Applications to Image and Video Foreground Segmentation. CRV 2007: 183-190
20		Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou: A Robust Video Foreground Segmentation by Using Generalized Gaussian Mixture Modeling. CRV 2007: 503-509
19		Nizar Bouguila, Djemel Ziou, Riad I. Hammoud: A Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling. CVPR 2007
18		Sabri Boutemedjet, Nizar Bouguila, Djemel Ziou: Unsupervised Feature and Model Selection for Generalized Dirichlet Mixture Models. ICIAR 2007: 330-341
17		Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila: Unsupervised Feature Selection for Accurate Recommendation of High-Dimensional Image Data. NIPS 2007
16		Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila: A Graphical Model for Content Based Image Suggestion and Feature Selection. PKDD 2007: 30-41
15		Nizar Bouguila, Djemel Ziou: High-Dimensional Unsupervised Selection and Estimation of a Finite Generalized Dirichlet Mixture Model Based on Minimum Message Length. IEEE Trans. Pattern Anal. Mach. Intell. 29(10): 1716-1731 (2007)
14		Nizar Bouguila, Djemel Ziou: Unsupervised learning of a finite discrete mixture: Applications to texture modeling and image databases summarization. J. Visual Communication and Image Representation 18(4): 295-309 (2007)
	2006
13		Nizar Bouguila, Djemel Ziou: Unsupervised Selection of a Finite Dirichlet Mixture Model: An MML-Based Approach. IEEE Trans. Knowl. Data Eng. 18(8): 993-1009 (2006)
12		Nizar Bouguila, Djemel Ziou: A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture. IEEE Transactions on Image Processing 15(9): 2657-2668 (2006)
11		Nizar Bouguila, Djemel Ziou, Ernest Monga: Practical Bayesian estimation of a finite beta mixture through gibbs sampling and its applications. Statistics and Computing 16(2): 215-225 (2006)
	2005
10		Nizar Bouguila, Djemel Ziou: On Fitting Finite Dirichlet Mixture Using ECM and MML. ICAPR (1) 2005: 172-182
9		Nizar Bouguila, Djemel Ziou: A probabilistic approach for shadows modeling and detection. ICIP (1) 2005: 329-332
8		Nizar Bouguila, Djemel Ziou: MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection. MLDM 2005: 42-51
7		Nizar Bouguila, Djemel Ziou: A New Approach for High-Dimensional Unsupervised Learning: Applications to Image Restoration. PReMI 2005: 200-205
6		Nizar Bouguila, Djemel Ziou: Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications. Pattern Recognition Letters 26(12): 1916-1925 (2005)
	2004
5		Nizar Bouguila, Djemel Ziou: A Powreful Finite Mixture Model Based on the Generalized Dirichlet Distribution: Unsupervised Learning and Applications. ICPR (1) 2004: 280-283
4		Djemel Ziou, Nizar Bouguila: Unsupervised Learning of a Finite Gamma Mixture Using MML: Application to SAR Image Analysis. ICPR (2) 2004: 68-71
3		Nizar Bouguila, Djemel Ziou: Unsupervised Learning of a Finite Discrete Mixture Model Based on the Multinomial Dirichlet Distribution: Application to Texture Modeling. PRIS 2004: 118-127
2		Nizar Bouguila, Djemel Ziou, Jean Vaillancourt: Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application. IEEE Transactions on Image Processing 13(11): 1533-1543 (2004)
	2003
1		Nizar Bouguila, Djemel Ziou, Jean Vaillancourt: Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image Classification. MLDM 2003: 172-181

Coauthor Index

1	Surath Aebtarm	[32]
2	Mohand Saïd Allili	[20] [21]
3	Ola Amayri	[27] [31]
4	Sabri Boutemedjet	[16] [17] [18]
5	Khalid Daoudi	[30]
6	Walid ElGuebaly	[23] [25] [26]
7	Riad I. Hammoud	[19]
8	Ernest Monga	[11]
9	Jean Vaillancourt	[1] [2]
10	Djemel Ziou	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [29]

Colors in the list of coauthors