Afif Masmoudi

According to our database, Afif Masmoudi authored at least 34 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., December, 2024

Gamma-lindley regression cure model for corporate credit default prediction.

Fatma Chakroun, Lobna Abid, Dorsaf Elarbi, Afif Masmoudi

Expert Syst. Appl., 2024

2023

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., January, 2023

2022

Semi-Parametric Estimation Using Bernstein Polynomial and a Finite Gaussian Mixture Model.

Salima Helali, Afif Masmoudi, Yousri Slaoui

Entropy, 2022

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

Proceedings of the 12th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 44th European Conference on Information Retrieval (ECIR 2022), 2022

2020

Unsupervised Image Segmentation Using THMRF Model.

Mouna Zitouni, Mourad Zribi, Afif Masmoudi

Proceedings of the Hybrid Intelligent Systems, 2020

2019

Model selection in biological networks using a graphical EM algorithm.

Hanen Ben Hassen, Khalil Masmoudi, Afif Masmoudi

Neurocomputing, 2019

A new class of continuous Bayesian networks.

Khalil Masmoudi, Afif Masmoudi

Int. J. Approx. Reason., 2019

Credit risk modeling using Bayesian network with a latent variable.

Khalil Masmoudi, Lobna Abid, Afif Masmoudi

Expert Syst. Appl., 2019

2018

Singular Gaussian graphical models: Structure learning.

Khalil Masmoudi, Afif Masmoudi

Commun. Stat. Simul. Comput., 2018

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

Towards Probabilistic Simulation of Tandem Mass Spectrometry Fragmentation Applied for Peptide Identification.

Hatem Loukil, Mohamed Tmar, Mahdi Louati, Afif Masmoudi, Faïez Gargouri

Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

2016

A finite mixture model of geometric distributions for lossless image compression.

Atef Masmoudi, Slim Chaoui, Afif Masmoudi

Signal Image Video 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 New Semiparametric Finite Mixture Model-Based Adaptive Arithmetic Coding for Lossless Image Compression.

Atef Masmoudi, Afif Masmoudi, William Puech

Circuits Syst. Signal Process., 2016

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

An improved lossless image compression based arithmetic coding using mixture of non-parametric distributions.

Atef Masmoudi, William Puech, Afif Masmoudi

Multim. Tools Appl., 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

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

Bayesian approach for parameter estimation of the diagonal of the Modified Riesz Distribution.

Taher Ben Arab, Atizez Hadrich, Afif Masmoudi, Mourad Zribi

Neurocomputing, 2015

A New Equilibrium Criterion for Learning the Cardinality of Latent Variables.

Hasna Njah, Salma Jamoussi, Walid Mahdi, Afif Masmoudi

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

2014

Discrete exponential Bayesian networks: Definition, learning and application for density estimation.

Aida Jarraya, Philippe Leray, Afif Masmoudi

Neurocomputing, 2014

Implicit parameter estimation for conditional Gaussian Bayesian networks.

Aida Jarraya, Philippe Leray, Afif Masmoudi

Int. J. Comput. Intell. Syst., 2014

Unsupervised multisensor image segmentation using consonant belief function.

Atizez Hadrich, Mourad Zribi, Afif Masmoudi

Proceedings of the International Image Processing, 2014

An efficient adaptive arithmetic coding for block-based lossless image compression using mixture models.

Atef Masmoudi, Afif Masmoudi, William Puech

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2012

A proposed normalized B-spline density estimator and it application in unsupervised statistical image segmentation.

Atizez Hadrich, Mourad Zribi, Afif Masmoudi

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Application of the variance-covariance matrix in natural exponential family to identify noise in signal.

Taher Ben Arab, Mourad Zribi, Afif Masmoudi

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

A New Learning Structure Heuristic of Bayesian Networks from Data.

Heni Bouhamed, Afif Masmoudi, Thierry Lecroq, Ahmed Rebai

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Discrete Exponential Bayesian Networks Structure Learning for Density Estimation.

Aida Jarraya, Philippe Leray, Afif Masmoudi

Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012

A New Approach for Bayesian Classifier Learning Structure via K2 Algorithm.

Heni Bouhamed, Afif Masmoudi, Thierry Lecroq, Ahmed Rebai

Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012

2011

Discrete Exponential Bayesian Networks: An Extension of Bayesian Networks to Discrete Natural Exponential Families.

Aida Jarraya, Philippe Leray, Afif Masmoudi

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

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

A new image cryptosystem based on chaotic map and continued fractions.

Afif Masmoudi, Mohamed Salim Bouhlel, William Puech

Proceedings of the 18th European Signal Processing Conference, 2010

2009

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