| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Ali Sefidpour, Nizar Bouguila |
Spatial color image segmentation based on finite non-Gaussian mixture models.  |
Expert Syst. Appl.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Taoufik Bdiri, Nizar Bouguila |
Positive vectors clustering using inverted Dirichlet finite mixture models. |
Expert Syst. Appl. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Wentao Fan, Nizar Bouguila |
Novel approaches for synthesizing video textures. |
Expert Syst. Appl. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Tarek Elguebaly |
A fully Bayesian model based on reversible jump MCMC and finite Beta mixtures for clustering. |
Expert Syst. Appl. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Khaled Almakadmeh, Sabri Boutemedjet |
A finite mixture model for simultaneous high-dimensional clustering, localized feature selection and outlier rejection. |
Expert Syst. Appl. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Wentao Fan, Nizar Bouguila, Djemel Ziou |
Variational Learning for Finite Dirichlet Mixture Models and Applications. |
IEEE Trans. Neural Netw. Learning Syst. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila |
Infinite Liouville mixture models with application to text and texture categorization. |
Pattern Recognition Letters |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Surath Aebtarm, Nizar Bouguila |
An empirical evaluation of attribute control charts for monitoring defects. |
Expert Syst. Appl. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Kuang Chung Chen, Nizar Bouguila, Djemel Ziou |
Quantization-free parameter space reduction in ellipse detection. |
Expert Syst. Appl. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tarek Elguebaly, Nizar Bouguila |
Bayesian learning of finite generalized Gaussian mixture models on images. |
Signal Processing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila |
Count Data Modeling and Classification Using Finite Mixtures of Distributions. |
IEEE Transactions on Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila |
Bayesian hybrid generative discriminative learning based on finite Liouville mixture models. |
Pattern Recognition |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Wentao Fan, Nizar Bouguila, Djemel Ziou |
Unsupervised Anomaly Intrusion Detection via Localized Bayesian Feature Selection. |
ICDM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Taoufik Bdiri, Nizar Bouguila |
Learning Inverted Dirichlet Mixtures for Positive Data Clustering. |
RSFDGrC |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila |
A Liouville-Based Approach for Discrete Data Categorization. |
RSFDGrC |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Wentao Fan, Nizar Bouguila, Djemel Ziou |
A Variational Statistical Framework for Object Detection. |
ICONIP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohamed Al Mashrgy, Nizar Bouguila, Khalid Daoudi |
A Robust Approach for Multivariate Binary Vectors Clustering and Feature Selection. |
ICONIP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Taoufik Bdiri, Nizar Bouguila |
An Infinite Mixture of Inverted Dirichlet Distributions. |
ICONIP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ali Sefidpour, Nizar Bouguila |
Spatial Finite Non-gaussian Mixture for Color Image Segmentation. |
ICONIP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou, Sabri Boutemedjet |
Simultaneous Non-gaussian Data Clustering, Feature Selection and Outliers Rejection. |
PReMI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ali Mosleh, Nizar Bouguila, Abdessamad Ben Hamza |
A video completion method based on bandlet transform. |
ICME |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ali Shojaee Bakhtiari, Nizar Bouguila |
An Expandable Hierarchical Statistical Framework for Count Data Modeling and Its Application to Object Classification. |
ICTAI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila |
Count Data Clustering Using Unsupervised Localized Feature Selection and Outliers Rejection. |
ICTAI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tarek Elguebaly, Nizar Bouguila |
Infinite Generalized Gaussian Mixture Modeling and Applications. |
ICIAR |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila |
On multivariate binary data clustering and feature weighting. |
Computational Statistics & Data Analysis |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Surath Aebtarm, Nizar Bouguila |
An optimal bivariate Poisson field chart for controlling high-quality manufacturing processes. |
Expert Syst. Appl. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Walid ElGuebaly |
Integrating spatial and color information in images using a statistical framework. |
Expert Syst. Appl. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Mukti Nath Ghimire |
Discrete visual features modeling via leave-one-out likelihood estimation and applications. |
J. Visual Communication and Image Representation |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou |
A Dirichlet process mixture of generalized Dirichlet distributions for proportional data modeling. |
IEEE Transactions on Neural Networks |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila |
Model-based subspace clustering of non-Gaussian data. |
Neurocomputing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohand Saïd Allili, Djemel Ziou, Nizar Bouguila, Sabri Boutemedjet |
Image and Video Segmentation by Combining Unsupervised Generalized Gaussian Mixture Modeling and Feature Selection. |
IEEE Trans. Circuits Syst. Video Techn. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ola Amayri, Nizar Bouguila |
A study of spam filtering using support vector machines. |
Artif. Intell. Rev. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ali Shojaee Bakhtiari, Nizar Bouguila |
A hierarchical statistical model for object classification. |
MMSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohand Saïd Allili, Djemel Ziou, Nizar Bouguila, Sabri Boutemedjet |
Unsupervised Feature Selection and Learning for Image Segmentation. |
CRV |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tarek Elguebaly, Nizar Bouguila |
Bayesian Learning of Generalized Gaussian Mixture Models on Biomedical Images. |
ANNPR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila |
A Model-Based Approach for Discrete Data Clustering and Feature Weighting Using MAP and Stochastic Complexity. |
IEEE Trans. Knowl. Data Eng. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sabri Boutemedjet, Nizar Bouguila, Djemel Ziou |
A Hybrid Feature Extraction Selection Approach for High-Dimensional Non-Gaussian Data Clustering. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Ola Amayri |
A discrete mixture-based kernel for SVMs: Application to spam and image categorization. |
Inf. Process. Manage. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Walid ElGuebaly |
Discrete data clustering using finite mixture models. |
Pattern Recognition |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou, Riad I. Hammoud |
On Bayesian analysis of a finite generalized Dirichlet mixture via a Metropolis-within-Gibbs sampling. |
Pattern Anal. Appl. |
2009 |
DBLP DOI BibTeX RDF |
Generalized Dirichlet mixture, SVM, Images classification, EM, Gibbs sampling, Bayesian analysis, Metropolis-Hastings |
| 1 | Nizar Bouguila, Wentao Fan |
On Video Textures Generation: A Comparison Between Different Dimensionality Reduction Techniques. |
SMC |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ola Amayri, Nizar Bouguila |
Improved Online Support Vector Machines Spam Filtering Using String Kernels. |
CIARP |
2009 |
DBLP DOI BibTeX RDF |
Online Active, Support Vector Machines, Spam, String Kernels, Feature Mapping |
| 1 | Wentao Fan, Nizar Bouguila |
Generating Video Textures by PPCA and Gaussian Process Dynamical Model. |
CIARP |
2009 |
DBLP DOI BibTeX RDF |
computer vision, computer graphics, dimensionality reduction, Gaussian process, PPCA, autoregressive process, Video texture |
| 1 | Wentao Fan, Nizar Bouguila |
Online Video Textures Generation. |
ISVC |
2009 |
DBLP DOI BibTeX RDF |
incremental Isomap, computer vision, dimensionality reduction, Isomap, autoregressive process, Video texture |
| 1 | Nizar Bouguila, Djemel Ziou |
A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization. |
PAKDD |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Khalid Daoudi |
A Statistical Approach for Binary Vectors Modeling and Clustering. |
PAKDD |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Khalid Daoudi |
Learning concepts from visual scenes using a binary probabilistic model. |
MMSP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Surath Aebtarm, Nizar Bouguila |
An optimal bivariate Poisson field chart for monitoring defects. |
CCECE |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ola Amayri, Nizar Bouguila |
Online spam filtering using support vector machines. |
ISCC |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou |
Finite general Gaussian mixture modeling and application to image and video foreground segmentation. |
J. Electronic Imaging |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila |
Clustering of Count Data Using Generalized Dirichlet Multinomial Distributions. |
IEEE Trans. Knowl. Data Eng. |
2008 |
DBLP DOI BibTeX RDF |
clustering, Feature extraction, Image databases |
| 1 | Nizar Bouguila, Walid ElGuebaly |
A generative model for spatial color image databases categorization. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Walid ElGuebaly |
On Discrete Data Clustering. |
PAKDD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Walid ElGuebaly |
A Statistical Model for Histogram Refinement. |
ICANN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila |
Non-Gaussian mixture image models prediction. |
ICIP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Waleed Mohamed, Ying Zhang 0002, Abdessamad Ben Hamza, Nizar Bouguila |
Stochastic optimization approach for entropic image alignment. |
ISIT |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2007 |
DBLP DOI BibTeX RDF |
generalized Dirichlet mixture, LEC, image database summarization, webmining, information theory, data clustering, MDL, EM, Finite mixture models, MML, AIC |
| 1 | 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 |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila |
A Graphical Model for Content Based Image Suggestion and Feature Selection. |
PKDD |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila |
Spatial Color Image Databases Summarization. |
ICASSP |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou, Riad I. Hammoud |
A Bayesian Non-Gaussian Mixture Analysis: Application to Eye Modeling. |
CVPR |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou |
A Robust Video Foreground Segmentation by Using Generalized Gaussian Mixture Modeling. |
CRV |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohand Saïd Allili, Nizar Bouguila, Djemel Ziou |
Finite Generalized Gaussian Mixture Modeling and Applications to Image and Video Foreground Segmentation. |
CRV |
2007 |
DBLP DOI BibTeX RDF |
mixture of General Gaussians (MoGG), image, motion, foreground segmentation, MML |
| 1 | Sabri Boutemedjet, Nizar Bouguila, Djemel Ziou |
Unsupervised Feature and Model Selection for Generalized Dirichlet Mixture Models. |
ICIAR |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila |
Unsupervised Feature Selection for Accurate Recommendation of High-Dimensional Image Data. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou |
Unsupervised Selection of a Finite Dirichlet Mixture Model: An MML-Based Approach. |
IEEE Trans. Knowl. Data Eng. |
2006 |
DBLP DOI BibTeX RDF |
Dirichlet mixture, shadow modeling, texture summarization, EM, SAR images, Finite mixture models, MML |
| 1 | Nizar Bouguila, Djemel Ziou |
Online clustering via finite mixtures of Dirichlet and minimum message length. |
Eng. Appl. of AI |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou, Ernest Monga |
Practical Bayesian estimation of a finite beta mixture through gibbs sampling and its applications. |
Statistics and Computing |
2006 |
DBLP DOI BibTeX RDF |
Mixture modeling, Maximum likelihood, EM, SAR images, Gibbs sampling, Bayesian analysis, SEM, Beta distribution, Metropolis-Hastings |
| 1 | Nizar Bouguila, Djemel Ziou |
A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture. |
IEEE Transactions on Image Processing |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou |
Using unsupervised learning of a finite Dirichlet mixture model to improve pattern recognition applications. |
Pattern Recognition Letters |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou |
On Fitting Finite Dirichlet Mixture Using ECM and MML. |
ICAPR |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou |
A probabilistic approach for shadows modeling and detection. |
ICIP |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou |
A New Approach for High-Dimensional Unsupervised Learning: Applications to Image Restoration. |
PReMI |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou |
MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection. |
MLDM |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Djemel Ziou, Nizar Bouguila |
Unsupervised Learning of a Finite Gamma Mixture Using MML: Application to SAR Image Analysis. |
ICPR |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou |
A Powreful Finite Mixture Model Based on the Generalized Dirichlet Distribution: Unsupervised Learning and Applications. |
ICPR |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou |
Unsupervised Learning of a Finite Discrete Mixture Model Based on the Multinomial Dirichlet Distribution: Application to Texture Modeling. |
PRIS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Nizar Bouguila, Djemel Ziou, Jean Vaillancourt |
Novel Mixtures Based on the Dirichlet Distribution: Application to Data and Image Classification. |
MLDM |
2003 |
DBLP DOI BibTeX RDF |
|
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