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1

Face detection and facial expression recognition using simultaneous clustering and feature selection via an expectation propagation statistical learning framework

Fan, Wentao, Bouguila, Nizar

Journal:

Multimedia Tools and Applications

Year:

2015

Language:

english

File:

PDF, 931 KB

english, 2015

2

Fast Neighbor Search By Using Revised K-D Tree

Chen, Yewang, Zhou, Lida, Tang, Yi, Singh, Jai Puneet, Bouguila, Nizar, Wang, Cheng, Wang, Huazhen, Du, Jixiang

Journal:

Information Sciences

Year:

2018

Language:

english

File:

PDF, 2.98 MB

english, 2018

3

[IEEE 2012 IEEE International Symposium on Circuits and Systems - ISCAS 2012 - Seoul, Korea (South) (2012.05.20-2012.05.23)] 2012 IEEE International Symposium on Circuits and Systems - Content-based spam filtering using hybrid generative discriminative learning of both textual and visual features

Amayri, Ola, Bouguila, Nizar

Year:

2012

Language:

english

File:

PDF, 515 KB

english, 2012

4

Online Learning of a Dirichlet Process Mixture of Beta-Liouville Distributions Via Variational Inference

Wentao Fan,, Bouguila, Nizar

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2013

Language:

english

File:

PDF, 1.76 MB

english, 2013

5

[Unsupervised and Semi-Supervised Learning] Mixture Models and Applications || A Gaussian Mixture Model Approach to Classifying Response Types

Bouguila, Nizar, Fan, Wentao

Year:

2020

Language:

english

File:

PDF, 360 KB

english, 2020

6

[IEEE 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) - Orlando, FL (2018.12.17-2018.12.20)] 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) - Asymmetric Gaussian-Based Statistical Models Using Markov Chain Monte Carlo Techniques for Image Categorization

Fu, Shuai, Bouguila, Nizar

Year:

2018

File:

PDF, 180 KB

2018

7

[IEEE 2019 IEEE International Symposium on Multimedia (ISM) - San Diego, CA, USA (2019.12.9-2019.12.11)] 2019 IEEE International Symposium on Multimedia (ISM) - Hybrid Generative-Discriminative Generalized Dirichlet-Based Hidden Markov Models with Support Vector Machines

Ali, Samr, Bouguila, Nizar

Year:

2019

Language:

english

File:

PDF, 564 KB

english, 2019

8

An empirical evaluation of attribute control charts for monitoring defects

Surath Aebtarm, Nizar Bouguila

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 1.81 MB

english, 2011

9

Unsupervised learning of a finite discrete mixture: Applications to texture modeling and image databases summarization

Nizar Bouguila, Djemel Ziou

Journal:

Journal of Visual Communication and Image Representation

Year:

2007

Language:

english

File:

PDF, 1.12 MB

english, 2007

10

Discrete data clustering using finite mixture models

Nizar Bouguila, Walid ElGuebaly

Journal:

Pattern Recognition

Year:

2009

Language:

english

File:

PDF, 618 KB

english, 2009

11

On Bayesian analysis of a finite generalized Dirichlet mixture via a Metropolis-within-Gibbs sampling

Nizar Bouguila, Djemel Ziou, Riad I. Hammoud

Journal:

Pattern Analysis and Applications

Year:

2009

Language:

english

File:

PDF, 992 KB

english, 2009

12

A study of spam filtering using support vector machines

Ola Amayri, Nizar Bouguila

Journal:

Artificial Intelligence Review

Year:

2010

Language:

english

File:

PDF, 677 KB

english, 2010

13

Model-based subspace clustering of non-Gaussian data

Sabri Boutemedjet, Djemel Ziou, Nizar Bouguila

Journal:

Year:

2010

Language:

english

File:

PDF, 745 KB

english, 2010

14

[IEEE 2009 IEEE Symposium on Computers and Communications (ISCC) - Sousse, Tunisia (2009.07.5-2009.07.8)] 2009 IEEE Symposium on Computers and Communications - Online spam filtering using support vector machines

Amayri, Ola, Bouguila, Nizar

Year:

2009

Language:

english

File:

PDF, 379 KB

english, 2009

15

[IEEE 2008 IEEE Workshop on Machine Learning for Signal Processing (MLSP) (Formerly known as NNSP) - Cancun, Mexico (2008.10.16-2008.10.19)] 2008 IEEE Workshop on Machine Learning for Signal Processing - A data-driven mixture kernel for count data classification using support vector machines

Bouguila, Nizar

Year:

2008

Language:

english

File:

PDF, 958 KB

english, 2008

16

Count Data Modeling and Classification Using Finite Mixtures of Distributions

Bouguila, Nizar

Journal:

IEEE Transactions on Neural Networks

Year:

2011

Language:

english

File:

PDF, 596 KB

english, 2011

17

[IEEE 2012 IEEE International Symposium on Circuits and Systems - ISCAS 2012 - Seoul, Korea (South) (2012.05.20-2012.05.23)] 2012 IEEE International Symposium on Circuits and Systems - Medical image classification using birth-and-death MCMC

Elguebaly, Tarek, Bouguila, Nizar

Year:

2012

Language:

english

File:

PDF, 528 KB

english, 2012

18

Variational Bayesian Learning of Generalized Dirichlet-Based Hidden Markov Models Applied to Unusual Events Detection

Epaillard, Elise, Bouguila, Nizar

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2018

Language:

english

File:

PDF, 1.01 MB

english, 2018

19

[IEEE 2018 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom) - Batumi, Georgia (2018.6.4-2018.6.7)] 2018 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom) - An Accelerated Variational Framework for Face Expression Recognition

Fan, Wentao, Bouguila, Nizar

Year:

2018

Language:

english

File:

PDF, 198 KB

english, 2018

20

Axially Symmetric Data Clustering Through Dirichlet Process Mixture Models of Watson Distributions

Fan, Wentao, Bouguila, Nizar, Du, Ji-Xiang, Liu, Xin

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2018

Language:

english

File:

PDF, 2.40 MB

english, 2018

21

[Unsupervised and Semi-Supervised Learning] Mixture Models and Applications || Finite Inverted Beta-Liouville Mixture Models with Variational Component Splitting

Bouguila, Nizar, Fan, Wentao

Year:

2020

Language:

english

File:

PDF, 529 KB

english, 2020

22

[Unsupervised and Semi-Supervised Learning] Mixture Models and Applications || Mixture Models for the Analysis, Edition, and Synthesis of Continuous Time Series

Bouguila, Nizar, Fan, Wentao

Year:

2020

Language:

english

File:

PDF, 587 KB

english, 2020

23

[IEEE 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE) - Vancouver, BC, Canada (2019.6.12-2019.6.14)] 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE) - Finite Two-Dimensional Beta Mixture Models: Model Selection and Applications

Manouchehri, Narges, Kalsi, Jaspreet Singh, Amayri, Manar, Bouguila, Nizar

Year:

2019

Language:

english

File:

PDF, 415 KB

english, 2019

24

[IEEE 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) - Paris, France (2019.4.23-2019.4.26)] 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) - An Improved K-medoids Algorithm Based on Binary Sequences Similarity Measures

Alalyan, Fahdah, Zamzami, Nuha, Amayri, Manar, Bouguila, Nizar

Year:

2019

Language:

english

File:

PDF, 828 KB

english, 2019

25

[IEEE 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI) - Los Angeles, CA, USA (2019.7.30-2019.8.1)] 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI) - Fake News Detection Using Bayesian Inference

Najar, Fatma, Zamzami, Nuha, Bouguila, Nizar

Year:

2019

Language:

english

File:

PDF, 116 KB

english, 2019

26

[IEEE 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) - Paris, France (2019.4.23-2019.4.26)] 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) - Beta-Liouville Regression and Applications

Ankam, Divya, Bouguila, Nizar, Amayri, Manar

Year:

2019

Language:

english

File:

PDF, 865 KB

english, 2019

27

[IEEE 2019 IEEE Symposium Series on Computational Intelligence (SSCI) - Xiamen, China (2019.12.6-2019.12.9)] 2019 IEEE Symposium Series on Computational Intelligence (SSCI) - Variational Inference of Finite Asymmetric Gaussian Mixture Models

Song, Ziyang, Bregu, Ornela, Ali, Samr, Bouguila, Nizar

Year:

2019

File:

PDF, 280 KB

2019

28

A Framework for Unsupervised Planning of Cellular Networks Using Statistical Machine Learning

Chraiti, Mohaned, Ghrayeb, Ali, Assi, Chadi, Bouguila, Nizar, Valenzuela, Reinaldo A.

Journal:

IEEE Transactions on Communications

Year:

2020

File:

PDF, 2.08 MB

2020

29

[IEEE 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI) - Las Vegas, NV, USA (2020.8.11-2020.8.13)] 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI) - A Distribution-based Regression for Real-time COVID-19 Cases Detection from Chest X-ray and CT Images

Zamzami, Nuha, Koochemeshkian, Pantea, Bouguila, Nizar

Year:

2020

File:

PDF, 585 KB

2020

30

Special issue on Bio-inspired optimization techniques for Biomedical Data Analysis: Methods and applications

de Albuquerque, Victor Hugo C., Gupta, Deepak, De Falco, Ivanoe, Sannino, Giovanna, Bouguila, Nizar

Journal:

Applied Soft Computing

Year:

2020

File:

PDF, 360 KB

2020

31

BLOCK-DBSCAN: Fast clustering for large scale data

Chen, Yewang, Zhou, Lida, Bouguila, Nizar, Wang, Cheng, Chen, Yi, Du, Jixiang

Journal:

Pattern Recognition

Year:

2021

File:

PDF, 2.19 MB

2021

32

[IEEE 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) - Sousse, Tunisia (2020.9.2-2020.9.5)] 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) - Efficient Statistical Learning Framework with Applications to Human Activity and Facial Expression Recognition

Najar, Fatma, Bourouis, Sami, Alshar'e, Marwan, Alroobaea, Roobaea, Bouguila, Nizar, Badi, Ali H. Al, Channoufi, Ines

Year:

2020

File:

PDF, 244 KB

2020

33

Integrating spatial and color information in images using a statistical framework

Nizar Bouguila, Walid ElGuebaly

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 567 KB

english, 2010

34

Quantization-free parameter space reduction in ellipse detection

Kuang Chung Chen, Nizar Bouguila, Djemel Ziou

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 2.81 MB

english, 2011

35

Bayesian hybrid generative discriminative learning based on finite Liouville mixture models

Journal:

Pattern Recognition

Year:

2011

Language:

english

File:

PDF, 2.07 MB

english, 2011

36

On multivariate binary data clustering and feature weighting

Journal:

Computational Statistics & Data Analysis

Year:

2010

Language:

english

File:

PDF, 1.15 MB

english, 2010

37

Online clustering via finite mixtures of Dirichlet and minimum message length

Nizar Bouguila, Djemel Ziou

Journal:

Engineering Applications of Artificial Intelligence

Year:

2006

Language:

english

File:

PDF, 616 KB

english, 2006

38

Discrete visual features modeling via leave-one-out likelihood estimation and applications

Nizar Bouguila, Mukti Nath Ghimire

Journal:

Journal of Visual Communication and Image Representation

Year:

2010

Language:

english

File:

PDF, 1.69 MB

english, 2010

39

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

Nizar Bouguila, Djemel Ziou

Journal:

Pattern Recognition Letters

Year:

2005

Language:

english

File:

PDF, 429 KB

english, 2005

40

Bayesian learning of finite generalized Gaussian mixture models on images

Tarek Elguebaly, Nizar Bouguila

Journal:

Signal Processing

Year:

2011

Language:

english

File:

PDF, 6.16 MB

english, 2011

41

Practical Bayesian estimation of a finite beta mixture through gibbs sampling and its applications

Nizar Bouguila, Djemel Ziou, Ernest Monga

Journal:

Statistics and Computing

Year:

2006

Language:

english

File:

PDF, 673 KB

english, 2006

42

An optimal bivariate Poisson field chart for controlling high-quality manufacturing processes

Surath Aebtarm, Nizar Bouguila

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 799 KB

english, 2010

43

Unsupervised Hybrid Feature Extraction Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference

Fan, Wentao, Bouguila, Nizar, Ziou, Djemel

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2013

Language:

english

File:

PDF, 781 KB

english, 2013

44

Novel approaches for synthesizing video textures

Wentao Fan, Nizar Bouguila

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 1.74 MB

english, 2012

45

A fully Bayesian model based on reversible jump MCMC and finite Beta mixtures for clustering

Nizar Bouguila, Tarek Elguebaly

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 1.52 MB

english, 2012

46

A finite mixture model for simultaneous high-dimensional clustering, localized feature selection and outlier rejection

Nizar Bouguila, Khaled Almakadmeh, Sabri Boutemedjet

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 2.75 MB

english, 2012

47

Spatial color image segmentation based on finite non-Gaussian mixture models

Ali Sefidpour, Nizar Bouguila

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 2.47 MB

english, 2012

48

A discrete mixture-based kernel for SVMs: Application to spam and image categorization

Nizar Bouguila, Ola Amayri

Journal:

Information Processing & Management

Year:

2009

Language:

english

File:

PDF, 428 KB

english, 2009

49

Infinite Liouville mixture models with application to text and texture categorization

Journal:

Pattern Recognition Letters

Year:

2012

Language:

english

File:

PDF, 650 KB

english, 2012

50

[IEEE >Fourth Canadian Conference on Computer and Robot Vision - Montreal, QC, Canada (2007.05.28-2007.05.30)] Fourth Canadian Conference on Computer and Robot Vision (CRV '07) - A Robust Video Foreground Segmentation by Using Generalized Gaussian Mixture Modeling

Allili, Mohand Said, Bouguila, Nizar, Ziou, Djemel

Year:

2007

Language:

english

File:

PDF, 558 KB

english, 2007