Afif Masmoudi

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 14

Top Topics

Arithmetic Coding

Tandem Mass Spectrometry

Lossless Image Compression

Top Venues

Expert Syst. Appl.

Signal Image Video Process.

Int. J. Approx. Reason.

Publications

Fatma Chakroun, Lobna Abid, Dorsaf Elarbi, Afif Masmoudi
Gamma-lindley regression cure model for corporate credit default prediction. Expert Syst. Appl. 257 (2024)
Mouna Zitouni, Afif Masmoudi, Mourad Zribi
Tweedie hidden Markov random field and the expectation-method of moments and maximisation algorithm for brain MR image segmentation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (1) (2023)
Houcemeddine Turki, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha, Hanen Ben Hassen, Afif Masmoudi
MeSH2Matrix: Machine learning-driven biomedical relation classification based on the MeSH keywords of PubMed scholarly publications. BIR@ECIR (2022)
Salima Helali, Afif Masmoudi, Yousri Slaoui
Semi-Parametric Estimation Using Bernstein Polynomial and a Finite Gaussian Mixture Model. Entropy 24 (3) (2022)
Mouna Zitouni, Mourad Zribi, Afif Masmoudi
Unsupervised Image Segmentation Using THMRF Model. HIS (2020)
Khalil Masmoudi, Lobna Abid, Afif Masmoudi
Credit risk modeling using Bayesian network with a latent variable. Expert Syst. Appl. 127 (2019)
Khalil Masmoudi, Afif Masmoudi
A new class of continuous Bayesian networks. Int. J. Approx. Reason. 109 (2019)
Hanen Ben Hassen, Khalil Masmoudi, Afif Masmoudi
Model selection in biological networks using a graphical EM algorithm. Neurocomputing 349 (2019)
Khalil Masmoudi, Afif Masmoudi
Singular Gaussian graphical models: Structure learning. Commun. Stat. Simul. Comput. 47 (10) (2018)
Hatem Loukil, Mohamed Tmar, Mahdi Louati, Afif Masmoudi, Faïez Gargouri
Impact of a priori MS/MS intensity distributions on database search for peptide identification. Digit. Signal Process. 67 (2017)
Hatem Loukil, Mohamed Tmar, Mahdi Louati, Afif Masmoudi, Faïez Gargouri
Towards Probabilistic Simulation of Tandem Mass Spectrometry Fragmentation Applied for Peptide Identification. BIBE (2017)
Atef Masmoudi, Slim Chaoui, Afif Masmoudi
A finite mixture model of geometric distributions for lossless image compression. Signal Image Video Process. 10 (4) (2016)
Atef Masmoudi, Afif Masmoudi, William Puech
A New Semiparametric Finite Mixture Model-Based Adaptive Arithmetic Coding for Lossless Image Compression. Circuits Syst. Signal Process. 35 (4) (2016)
Atizez Hadrich, Mourad Zribi, Afif Masmoudi
Bayesian expectation maximization algorithm by using B-splines functions: Application in image segmentation. Math. Comput. Simul. 120 (2016)
Taher Ben Arab, Atizez Hadrich, Afif Masmoudi, Mourad Zribi
Bayesian approach for parameter estimation of the diagonal of the Modified Riesz Distribution. Neurocomputing 150 (2015)
Heni Bouhamed, Afif Masmoudi, Thierry Lecroq, Ahmed Rebai
Structure space of Bayesian networks is dramatically reduced by subdividing it in sub-networks. J. Comput. Appl. Math. 287 (2015)
Hasna Njah, Salma Jamoussi, Walid Mahdi, Afif Masmoudi
A New Equilibrium Criterion for Learning the Cardinality of Latent Variables. ICTAI (2015)
Atef Masmoudi, Afif Masmoudi
A new arithmetic coding model for a block-based lossless image compression based on exploiting inter-block correlation. Signal Image Video Process. 9 (5) (2015)
Atef Masmoudi, William Puech, Afif Masmoudi
An improved lossless image compression based arithmetic coding using mixture of non-parametric distributions. Multim. Tools Appl. 74 (23) (2015)
Heni Bouhamed, Afif Masmoudi, Thierry Lecroq, Ahmed Rebai
Reducing the Structure Space of Bayesian Classifiers Using Some General Algorithms. J. Math. Model. Algorithms Oper. Res. 14 (2) (2015)
Aida Jarraya, Philippe Leray, Afif Masmoudi
Discrete exponential Bayesian networks: Definition, learning and application for density estimation. Neurocomputing 137 (2014)
Aida Jarraya, Philippe Leray, Afif Masmoudi
Implicit parameter estimation for conditional Gaussian Bayesian networks. Int. J. Comput. Intell. Syst. 7 (sup1) (2014)
Atizez Hadrich, Mourad Zribi, Afif Masmoudi
Unsupervised multisensor image segmentation using consonant belief function. IPAS (2014)
Afif Masmoudi, William Puech
Lossless chaos-based crypto-compression scheme for image protection. IET Image Process. 8 (12) (2014)
Atef Masmoudi, Afif Masmoudi, William Puech
An efficient adaptive arithmetic coding for block-based lossless image compression using mixture models. ICIP (2014)
Heni Bouhamed, Afif Masmoudi, Thierry Lecroq, Ahmed Rebai
A New Learning Structure Heuristic of Bayesian Networks from Data. MLDM (2012)
Atizez Hadrich, Mourad Zribi, Afif Masmoudi
A proposed normalized B-spline density estimator and it application in unsupervised statistical image segmentation. SMC (2012)
Aida Jarraya, Philippe Leray, Afif Masmoudi
Discrete Exponential Bayesian Networks Structure Learning for Density Estimation. ICIC (3) (2012)
Taher Ben Arab, Mourad Zribi, Afif Masmoudi
Application of the variance-covariance matrix in natural exponential family to identify noise in signal. SMC (2012)
Heni Bouhamed, Afif Masmoudi, Thierry Lecroq, Ahmed Rebai
A New Approach for Bayesian Classifier Learning Structure via K2 Algorithm. ICIC (3) (2012)
Aida Jarraya, Philippe Leray, Afif Masmoudi
Discrete Exponential Bayesian Networks: An Extension of Bayesian Networks to Discrete Natural Exponential Families. ICTAI (2011)
Lobna Bouchaala, Afif Masmoudi, Faïez Gargouri, Ahmed Rebai
Improving algorithms for structure learning in Bayesian Networks using a new implicit score. Expert Syst. Appl. 37 (7) (2010)
Afif Masmoudi, Mohamed Salim Bouhlel, William Puech
A new image cryptosystem based on chaotic map and continued fractions. EUSIPCO (2010)
Hanen Ben Hassen, Afif Masmoudi, Ahmed Rebai
Inference in Signal Transduction Pathways Using EM Algorithm and an Implicit Algorithm: Incomplete Data Case. J. Comput. Biol. 16 (9) (2009)