Mourad Nachaoui

According to our database, Mourad Nachaoui authored at least 26 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

DWD-SVM: Support Vector Machines Based on the Distance Weighted Discrimination (DWD) Loss Function to Breast Cancer Diagnosis Classification.

Zakaria Khoudi, Mourad Nachaoui, Soufiane Lyaqini

SN Comput. Sci., June, 2025

Improved Supervised Machine Learning for Predicting Auto Insurance Purchase Patterns.

Mourad Nachaoui, Fatma Manlaikhaf, Soufiane Lyaqini

IEEE Trans. Artif. Intell., May, 2025

New Approach to Enhancing Student Performance Prediction Using Machine Learning Techniques and Clickstream Data in Virtual Learning Environments.

Zakaria Khoudi, Nasereddine Hafidi, Mourad Nachaoui, Soufiane Lyaqini

SN Comput. Sci., 2025

Enhancing image quality through fractional PDEs: A novel approach to image osmosis.

Fakhr-eddine Limami, Amine Laghrib, Lekbir Afraites, Mourad Nachaoui

Comput. Math. Appl., 2025

2024

Poisson noise and Gaussian noise separation through copula theory.

Abdelghani Ghazdali, Aissam Hadri, Amine Laghrib, Mourad Nachaoui

Multim. Tools Appl., August, 2024

Hybrid particle swarm optimization algorithm for text feature selection problems.

Mourad Nachaoui, Issam Lakouam, Imad Hafidi

Neural Comput. Appl., May, 2024

Identifying the contextual factors related to the reading performance of Moroccan fourth-grade students from a Machine Learning-based Approach.

Zakaria Khoudi, Mourad Nachaoui, Soufiane Lyaqini

Educ. Inf. Technol., February, 2024

Bilevel learning approach for nonlocal p-Laplacien image deblurring with variable weights parameter w(x).

Imane El Malki, François Jauberteau, Amine Laghrib, Mourad Nachaoui

J. Vis. Commun. Image Represent., 2024

Primal dual algorithm for solving the nonsmooth Twin SVM.

Soufiane Lyaqini, Aissam Hadri, Ayoub Ellahyani, Mourad Nachaoui

Eng. Appl. Artif. Intell., 2024

A bilevel learning approach for nonlocal image deblurring with variable weights parameter.

Imane El Malki, François Jauberteau, Amine Laghrib, Mourad Nachaoui

Digit. Signal Process., 2024

Modified U-Net Architecture Using Fundus Images for Hemorrhages Semantic Segmentation.

Amine El Hossi, Soufiane El Aamrani, Abdelali Elmoufidi, Mourad Nachaoui

Proceedings of the International Conference on Ubiquitous Networking, 2024

2023

A Blind Poisson-Gaussian Noise Separation Using Learning Copula Densities.

Abdelghani Ghazdali, Aissam Hadri, Amine Laghrib, Mourad Nachaoui

Circuits Syst. Signal Process., November, 2023

An hybrid finite element method for a quasi-variational inequality modeling a semiconductor.

Abdeljalil Nachaoui, Mourad Nachaoui

RAIRO Oper. Res., 2023

2022

Coupled complex boundary method for a geometric inverse source problem.

Lekbir Afraites, Chorouk Masnaoui, Mourad Nachaoui

RAIRO Oper. Res., September, 2022

A weighted parameter identification PDE-constrained optimization for inverse image denoising problem.

Lekbir Afraites, Aissam Hadri, Amine Laghrib, Mourad Nachaoui

Vis. Comput., 2022

On the numerical approximation of some inverse problems governed by nonlinear delay differential equation.

Mourad Nachaoui, Abdeljalil Nachaoui, Tamaz Tadumadze

RAIRO Oper. Res., 2022

An improved bilevel optimization approach for image super-resolution based on a fractional diffusion tensor.

Mourad Nachaoui, Amine Laghrib

J. Frankl. Inst., 2022

2021

A Regularization by Denoising super-resolution method based on genetic algorithms.

Mourad Nachaoui, Lekbir Afraites, Amine Laghrib

Signal Process. Image Commun., 2021

A novel image denoising approach based on a non-convex constrained PDE: application to ultrasound images.

Aissam Hadri, Lekbir Afraites, Amine Laghrib, Mourad Nachaoui

Signal Image Video Process., 2021

Some novel numerical techniques for an inverse Cauchy problem.

Abdeljalil Nachaoui, Mourad Nachaoui, Abdelkrim Chakib, M. A. Hilal

J. Comput. Appl. Math., 2021

On a regularization approach for solving the inverse Cauchy Stokes problem.

Abdelkrim Chakib, Abdeljalil Nachaoui, Mourad Nachaoui, Hamid Ouaissa

CoRR, 2021

Applied CNN for Automatic Diabetic Retinopathy Assessment Using Fundus Images.

Amine El Hossi, Ayoub Skouta, Abdelali Elmoufidi, Mourad Nachaoui

Proceedings of the Business Intelligence - 6th International Conference, 2021

2020

Supervised learning as an inverse problem based on non-smooth loss function.

Soufiane Lyaqini, Mohamed Quafafou, Mourad Nachaoui, Abdelkrim Chakib

Knowl. Inf. Syst., 2020

2019

Adaptive mesh techniques based on a posteriori error estimates for an inverse Cauchy problem.

A. Bergam, Abdelkrim Chakib, Abdeljalil Nachaoui, Mourad Nachaoui

Appl. Math. Comput., 2019

2012

A shape optimization formulation of weld pool determination.

Abdelkrim Chakib, Abdellatif Ellabib, Abdeljalil Nachaoui, Mourad Nachaoui

Appl. Math. Lett., 2012

2011

Étude théorique et approximation numérique d'un problème inverse de transfert de la chaleur. (Theoretical Study and numerical approximation of an inverse problem of heat transfer).

Mourad Nachaoui

PhD thesis, 2011