Afif Masmoudi

36 papers B 5C 3Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
An extreme gradient boosted approach for predicting the number and size of auto insurance claims.
Comput. Stat.
Chaima Hmani, Abdelaziz Ghribi, Afif Masmoudi
2025 J jnl
Enhancing lossless image compression with Bayesian mixture models and spatial domain encoding.
Signal Image Video Process.
Sonia Zouari, Sarah Abu Ghazalah, Atef Masmoudi, Afif Masmoudi
2024 J jnl
Gamma-lindley regression cure model for corporate credit default prediction.
Expert Syst. Appl.
Fatma Chakroun, Lobna Abid, Dorsaf Elarbi, Afif Masmoudi
2024 J jnl
MeSH2Matrix: combining MeSH keywords and machine learning for biomedical relation classification based on PubMed.
J. Biomed. Semant.
Houcemeddine Turki, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Abraham Toluwase Owodunni, Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha, Hanen Ben Hassen, Afif Masmoudi
2023 J jnl
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.
Mouna Zitouni, Afif Masmoudi, Mourad Zribi
2022 — conf
MeSH2Matrix: Machine learning-driven biomedical relation classification based on the MeSH keywords of PubMed scholarly publications.
BIR@ECIR
Houcemeddine Turki, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha, Hanen Ben Hassen, Afif Masmoudi
2022 J jnl
Semi-Parametric Estimation Using Bernstein Polynomial and a Finite Gaussian Mixture Model.
Entropy
Salima Helali, Afif Masmoudi, Yousri Slaoui
2020 C conf
Unsupervised Image Segmentation Using THMRF Model.
HIS
Mouna Zitouni, Mourad Zribi, Afif Masmoudi
2019 J jnl
A new class of continuous Bayesian networks.
Int. J. Approx. Reason.
Khalil Masmoudi, Afif Masmoudi
2019 J jnl
Credit risk modeling using Bayesian network with a latent variable.
Expert Syst. Appl.
Khalil Masmoudi, Lobna Abid, Afif Masmoudi
2019 J jnl
Model selection in biological networks using a graphical EM algorithm.
Neurocomputing
Hanen Ben Hassen, Khalil Masmoudi, Afif Masmoudi
2018 J jnl
Singular Gaussian graphical models: Structure learning.
Commun. Stat. Simul. Comput.
Khalil Masmoudi, Afif Masmoudi
2017 J jnl
Impact of a priori MS/MS intensity distributions on database search for peptide identification.
Digit. Signal Process.
Hatem Loukil, Mohamed Tmar, Mahdi Louati, Afif Masmoudi, Faïez Gargouri
2017 C conf
Towards Probabilistic Simulation of Tandem Mass Spectrometry Fragmentation Applied for Peptide Identification.
BIBE
Hatem Loukil, Mohamed Tmar, Mahdi Louati, Afif Masmoudi, Faïez Gargouri
2016 J jnl
A New Semiparametric Finite Mixture Model-Based Adaptive Arithmetic Coding for Lossless Image Compression.
Circuits Syst. Signal Process.
Atef Masmoudi, Afif Masmoudi, William Puech
2016 J jnl
A finite mixture model of geometric distributions for lossless image compression.
Signal Image Video Process.
Atef Masmoudi, Slim Chaoui, Afif Masmoudi
2016 J jnl
Bayesian expectation maximization algorithm by using B-splines functions: Application in image segmentation.
Math. Comput. Simul.
Atizez Hadrich, Mourad Zribi, Afif Masmoudi
2015 B conf
A New Equilibrium Criterion for Learning the Cardinality of Latent Variables.
ICTAI
Hasna Njah, Salma Jamoussi, Walid Mahdi, Afif Masmoudi
2015 J jnl
A new arithmetic coding model for a block-based lossless image compression based on exploiting inter-block correlation.
Signal Image Video Process.
Atef Masmoudi, Afif Masmoudi
2015 J jnl
An improved lossless image compression based arithmetic coding using mixture of non-parametric distributions.
Multim. Tools Appl.
Atef Masmoudi, William Puech, Afif Masmoudi
2015 J jnl
Bayesian approach for parameter estimation of the diagonal of the Modified Riesz Distribution.
Neurocomputing
Taher Ben Arab, Atizez Hadrich, Afif Masmoudi, Mourad Zribi
2015 J jnl
Reducing the Structure Space of Bayesian Classifiers Using Some General Algorithms.
J. Math. Model. Algorithms Oper. Res.
Heni Bouhamed, Afif Masmoudi, Thierry Lecroq, Ahmed Rebai
2015 J jnl
Structure space of Bayesian networks is dramatically reduced by subdividing it in sub-networks.
J. Comput. Appl. Math.
Heni Bouhamed, Afif Masmoudi, Thierry Lecroq, Ahmed Rebai
2014 B conf
An efficient adaptive arithmetic coding for block-based lossless image compression using mixture models.
ICIP
Atef Masmoudi, Afif Masmoudi, William Puech
2014 J jnl
Discrete exponential Bayesian networks: Definition, learning and application for density estimation.
Neurocomputing
Aida Jarraya, Philippe Leray, Afif Masmoudi
2014 J jnl
Implicit parameter estimation for conditional Gaussian Bayesian networks.
Int. J. Comput. Intell. Syst.
Aida Jarraya, Philippe Leray, Afif Masmoudi
2014 C conf
Unsupervised multisensor image segmentation using consonant belief function.
IPAS
Atizez Hadrich, Mourad Zribi, Afif Masmoudi
2012 — conf
A New Approach for Bayesian Classifier Learning Structure via K2 Algorithm.
ICIC (3)
Heni Bouhamed, Afif Masmoudi, Thierry Lecroq, Ahmed Rebai
2012 — conf
A New Learning Structure Heuristic of Bayesian Networks from Data.
MLDM
Heni Bouhamed, Afif Masmoudi, Thierry Lecroq, Ahmed Rebai
2012 B conf
A proposed normalized B-spline density estimator and it application in unsupervised statistical image segmentation.
SMC
Atizez Hadrich, Mourad Zribi, Afif Masmoudi
2012 B conf
Application of the variance-covariance matrix in natural exponential family to identify noise in signal.
SMC
Taher Ben Arab, Mourad Zribi, Afif Masmoudi
2012 — conf
Discrete Exponential Bayesian Networks Structure Learning for Density Estimation.
ICIC (3)
Aida Jarraya, Philippe Leray, Afif Masmoudi
2011 B conf
Discrete Exponential Bayesian Networks: An Extension of Bayesian Networks to Discrete Natural Exponential Families.
ICTAI
Aida Jarraya, Philippe Leray, Afif Masmoudi
2010 — conf
A new image cryptosystem based on chaotic map and continued fractions.
EUSIPCO
Afif Masmoudi, Mohamed Salim Bouhlel, William Puech
2010 J jnl
Improving algorithms for structure learning in Bayesian Networks using a new implicit score.
Expert Syst. Appl.
Lobna Bouchaala, Afif Masmoudi, Faïez Gargouri, Ahmed Rebai
2009 J jnl
Inference in Signal Transduction Pathways Using EM Algorithm and an Implicit Algorithm: Incomplete Data Case.
J. Comput. Biol.
Hanen Ben Hassen, Afif Masmoudi, Ahmed Rebai