Inference in Signal Transduction Pathways Using EM Algorithm and an Implicit Algorithm: Incomplete Data Case. - Hanen Ben Hassen; Afif Masmoudi; Ahmed Rebai (J. Comput. Biol., 2009)

A new image cryptosystem based on chaotic map and continued fractions. - Afif Masmoudi; Mohamed Salim Bouhlel; William Puech (EUSIPCO, 2010)

Improving algorithms for structure learning in Bayesian Networks using a new implicit score. - Lobna Bouchaala; Afif Masmoudi; Faïez Gargouri; Ahmed Rebai (Expert Syst. Appl., 2010)

Discrete Exponential Bayesian Networks: An Extension of Bayesian Networks to Discrete Natural Exponential Families. - Aida Jarraya; Philippe Leray 001; Afif Masmoudi (ICTAI, 2011)

A New Approach for Bayesian Classifier Learning Structure via K2 Algorithm. - Heni Bouhamed; Afif Masmoudi; Thierry Lecroq; Ahmed Rebai (ICIC (3), 2012)

Discrete Exponential Bayesian Networks Structure Learning for Density Estimation. - Aida Jarraya; Philippe Leray 001; Afif Masmoudi (ICIC (3), 2012)

A New Learning Structure Heuristic of Bayesian Networks from Data. - Heni Bouhamed; Afif Masmoudi; Thierry Lecroq; Ahmed Rebai (MLDM, 2012)

Application of the variance-covariance matrix in natural exponential family to identify noise in signal. - Taher Ben Arab; Mourad Zribi; Afif Masmoudi (SMC, 2012)

A proposed normalized B-spline density estimator and it application in unsupervised statistical image segmentation. - Atizez Hadrich; Mourad Zribi; Afif Masmoudi (SMC, 2012)

An efficient adaptive arithmetic coding for block-based lossless image compression using mixture models. - Atef Masmoudi; Afif Masmoudi; William Puech (ICIP, 2014)

Unsupervised multisensor image segmentation using consonant belief function. - Atizez Hadrich; Mourad Zribi; Afif Masmoudi (IPAS, 2014)

Implicit parameter estimation for conditional Gaussian Bayesian networks. - Aida Jarraya; Philippe Leray 001; Afif Masmoudi (Int. J. Comput. Intell. Syst., 2014)

Discrete exponential Bayesian networks: Definition, learning and application for density estimation. - Aida Jarraya; Philippe Leray 001; Afif Masmoudi (Neurocomputing, 2014)

A New Equilibrium Criterion for Learning the Cardinality of Latent Variables. - Hasna Njah; Salma Jamoussi; Walid Mahdi; Afif Masmoudi (ICTAI, 2015)

Bayesian approach for parameter estimation of the diagonal of the Modified Riesz Distribution. - Taher Ben Arab; Atizez Hadrich; Afif Masmoudi; Mourad Zribi (Neurocomputing, 2015)

Structure space of Bayesian networks is dramatically reduced by subdividing it in sub-networks. - Heni Bouhamed; Afif Masmoudi; Thierry Lecroq; Ahmed Rebai (J. Comput. Appl. Math., 2015)

Reducing the Structure Space of Bayesian Classifiers Using Some General Algorithms. - Heni Bouhamed; Afif Masmoudi; Thierry Lecroq; Ahmed Rebai (J. Math. Model. Algorithms Oper. Res., 2015)

An improved lossless image compression based arithmetic coding using mixture of non-parametric distributions. - Atef Masmoudi; William Puech; Afif Masmoudi (Multim. Tools Appl., 2015)

A new arithmetic coding model for a block-based lossless image compression based on exploiting inter-block correlation. - Atef Masmoudi; Afif Masmoudi (Signal Image Video Process., 2015)

A New Semiparametric Finite Mixture Model-Based Adaptive Arithmetic Coding for Lossless Image Compression. - Atef Masmoudi; Afif Masmoudi; William Puech (Circuits Syst. Signal Process., 2016)

Bayesian expectation maximization algorithm by using B-splines functions: Application in image segmentation. - Atizez Hadrich; Mourad Zribi; Afif Masmoudi (Math. Comput. Simul., 2016)

A finite mixture model of geometric distributions for lossless image compression. - Atef Masmoudi; Slim Chaoui; Afif Masmoudi (Signal Image Video Process., 2016)

Towards Probabilistic Simulation of Tandem Mass Spectrometry Fragmentation Applied for Peptide Identification. - Hatem Loukil; Mohamed Tmar; Mahdi Louati; Afif Masmoudi; Faïez Gargouri (BIBE, 2017)

Impact of a priori MS/MS intensity distributions on database search for peptide identification. - Hatem Loukil; Mohamed Tmar; Mahdi Louati; Afif Masmoudi; Faïez Gargouri (Digit. Signal Process., 2017)

Singular Gaussian graphical models: Structure learning. - Khalil Masmoudi; Afif Masmoudi (Commun. Stat. Simul. Comput., 2018)

Credit risk modeling using Bayesian network with a latent variable. - Khalil Masmoudi; Lobna Abid; Afif Masmoudi (Expert Syst. Appl., 2019)

A new class of continuous Bayesian networks. - Khalil Masmoudi; Afif Masmoudi (Int. J. Approx. Reason., 2019)

Model selection in biological networks using a graphical EM algorithm. - Hanen Ben Hassen; Khalil Masmoudi; Afif Masmoudi (Neurocomputing, 2019)

Unsupervised Image Segmentation Using THMRF Model. - Mouna Zitouni; Mourad Zribi; Afif Masmoudi (HIS, 2020)

MeSH2Matrix: Machine learning-driven biomedical relation classification based on the MeSH keywords of PubMed scholarly publications. - Houcemeddine Turki; Bonaventure F. P. Dossou; Chris Chinenye Emezue; Mohamed Ali Hadj Taieb; Mohamed Ben Aouicha; Hanen Ben Hassen; Afif Masmoudi (BIR@ECIR, 2022)

Semi-Parametric Estimation Using Bernstein Polynomial and a Finite Gaussian Mixture Model. - Salima Helali; Afif Masmoudi; Yousri Slaoui (Entropy, 2022)

Tweedie hidden Markov random field and the expectation-method of moments and maximisation algorithm for brain MR image segmentation. - Mouna Zitouni; Afif Masmoudi; Mourad Zribi (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Gamma-lindley regression cure model for corporate credit default prediction. - Fatma Chakroun; Lobna Abid; Dorsaf Elarbi; Afif Masmoudi (Expert Syst. Appl., 2024)

MeSH2Matrix: combining MeSH keywords and machine learning for biomedical relation classification based on PubMed. - Houcemeddine Turki; Bonaventure F. P. Dossou; Chris Chinenye Emezue; Abraham Toluwase Owodunni; Mohamed Ali Hadj Taieb; Mohamed Ben Aouicha; Hanen Ben Hassen; Afif Masmoudi (J. Biomed. Semant., 2024)