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Afif Masmoudi
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2020 – today
- 2024
- [j21]Houcemeddine Turki, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Abraham Toluwase Owodunni, Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha, Hanen Ben Hassen, Afif Masmoudi:
MeSH2Matrix: combining MeSH keywords and machine learning for biomedical relation classification based on PubMed. J. Biomed. Semant. 15(1): 18 (2024) - [j20]Fatma Chakroun
, Lobna Abid, Dorsaf Elarbi, Afif Masmoudi:
Gamma-lindley regression cure model for corporate credit default prediction. Expert Syst. Appl. 257: 125004 (2024) - 2023
- [j19]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): 67-79 (2023) - 2022
- [j18]Salima Helali, Afif Masmoudi, Yousri Slaoui
Semi-Parametric Estimation Using Bernstein Polynomial and a Finite Gaussian Mixture Model. Entropy 24(3): 315 (2022) - [c13]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: 45-60 - 2020
- [c12]Mouna Zitouni
Unsupervised Image Segmentation Using THMRF Model. HIS 2020: 41-48
2010 – 2019
- 2019
- [j17]Khalil Masmoudi
Credit risk modeling using Bayesian network with a latent variable. Expert Syst. Appl. 127: 157-166 (2019) - [j16]Khalil Masmoudi, Afif Masmoudi:
A new class of continuous Bayesian networks. Int. J. Approx. Reason. 109: 125-138 (2019) - [j15]Hanen Ben Hassen
Model selection in biological networks using a graphical EM algorithm. Neurocomputing 349: 271-280 (2019) - 2018
- [j14]Khalil Masmoudi
Singular Gaussian graphical models: Structure learning. Commun. Stat. Simul. Comput. 47(10): 3106-3117 (2018) - 2017
- [j13]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: 52-60 (2017) - [c11]Hatem Loukil, Mohamed Tmar, Mahdi Louati, Afif Masmoudi, Faïez Gargouri
Towards Probabilistic Simulation of Tandem Mass Spectrometry Fragmentation Applied for Peptide Identification. BIBE 2017: 367-372 - 2016
- [j12]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): 1163-1186 (2016) - [j11]Atizez Hadrich, Mourad Zribi, Afif Masmoudi:
Bayesian expectation maximization algorithm by using B-splines functions: Application in image segmentation. Math. Comput. Simul. 120: 50-63 (2016) - [j10]Atef Masmoudi, Slim Chaoui, Afif Masmoudi:
A finite mixture model of geometric distributions for lossless image compression. Signal Image Video Process. 10(4): 671-678 (2016) - 2015
- [j9]Taher Ben Arab, Atizez Hadrich, Afif Masmoudi, Mourad Zribi:
Bayesian approach for parameter estimation of the diagonal of the Modified Riesz Distribution. Neurocomputing 150: 357-366 (2015) - [j8]Heni Bouhamed, Afif Masmoudi, Thierry Lecroq
Structure space of Bayesian networks is dramatically reduced by subdividing it in sub-networks. J. Comput. Appl. Math. 287: 48-62 (2015) - [j7]Heni Bouhamed, Afif Masmoudi, Thierry Lecroq
Reducing the Structure Space of Bayesian Classifiers Using Some General Algorithms. J. Math. Model. Algorithms Oper. Res. 14(2): 197-237 (2015) - [j6]Atef Masmoudi, William Puech
An improved lossless image compression based arithmetic coding using mixture of non-parametric distributions. Multim. Tools Appl. 74(23): 10605-10619 (2015) - [j5]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): 1021-1027 (2015) - [c10]Hasna Njah
A New Equilibrium Criterion for Learning the Cardinality of Latent Variables. ICTAI 2015: 958-965 - 2014
- [j4]Aida Jarraya, Philippe Leray
Implicit parameter estimation for conditional Gaussian Bayesian networks. Int. J. Comput. Intell. Syst. 7(sup1): 6-17 (2014) - [j3]Aida Jarraya, Philippe Leray
Discrete exponential Bayesian networks: Definition, learning and application for density estimation. Neurocomputing 137: 142-149 (2014) - [c9]Atef Masmoudi, Afif Masmoudi, William Puech
An efficient adaptive arithmetic coding for block-based lossless image compression using mixture models. ICIP 2014: 5646-5650 - [c8]Atizez Hadrich, Mourad Zribi, Afif Masmoudi:
Unsupervised multisensor image segmentation using consonant belief function. IPAS 2014: 1-7 - 2012
- [c7]Aida Jarraya, Philippe Leray
Discrete Exponential Bayesian Networks Structure Learning for Density Estimation. ICIC (3) 2012: 146-151 - [c6]Heni Bouhamed, Afif Masmoudi, Thierry Lecroq
A New Approach for Bayesian Classifier Learning Structure via K2 Algorithm. ICIC (3) 2012: 387-393 - [c5]Heni Bouhamed, Afif Masmoudi, Thierry Lecroq
A New Learning Structure Heuristic of Bayesian Networks from Data. MLDM 2012: 183-197 - [c4]Atizez Hadrich, Mourad Zribi, Afif Masmoudi:
A proposed normalized B-spline density estimator and it application in unsupervised statistical image segmentation. SMC 2012: 480-483 - [c3]Taher Ben Arab, Mourad Zribi, Afif Masmoudi:
Application of the variance-covariance matrix in natural exponential family to identify noise in signal. SMC 2012: 1054-1057 - 2011
- [c2]Aida Jarraya, Philippe Leray
Discrete Exponential Bayesian Networks: An Extension of Bayesian Networks to Discrete Natural Exponential Families. ICTAI 2011: 205-208 - 2010
- [j2]Lobna Bouchaala, Afif Masmoudi, Faïez Gargouri
Improving algorithms for structure learning in Bayesian Networks using a new implicit score. Expert Syst. Appl. 37(7): 5470-5475 (2010) - [c1]Afif Masmoudi, Mohamed Salim Bouhlel, William Puech:
A new image cryptosystem based on chaotic map and continued fractions. EUSIPCO 2010: 1504-1508
2000 – 2009
- 2009
- [j1]Hanen Ben Hassen
Inference in Signal Transduction Pathways Using EM Algorithm and an Implicit Algorithm: Incomplete Data Case. J. Comput. Biol. 16(9): 1227-1240 (2009)
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