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 (2011)

A shape optimization formulation of weld pool determination. - Abdelkrim Chakib; Abdellatif Ellabib; Abdeljalil Nachaoui; Mourad Nachaoui (Appl. Math. Lett., 2012)

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)

Supervised learning as an inverse problem based on non-smooth loss function. - Soufiane Lyaqini; Mohamed Quafafou; Mourad Nachaoui; Abdelkrim Chakib (Knowl. Inf. Syst., 2020)

Applied CNN for Automatic Diabetic Retinopathy Assessment Using Fundus Images. - Amine El Hossi; Ayoub Skouta; Abdelali Elmoufidi; Mourad Nachaoui (CBI, 2021)

On a regularization approach for solving the inverse Cauchy Stokes problem. - Abdelkrim Chakib; Abdeljalil Nachaoui; Mourad Nachaoui; Hamid Ouaissa (CoRR, 2021)

Some novel numerical techniques for an inverse Cauchy problem. - Abdeljalil Nachaoui; Mourad Nachaoui; Abdelkrim Chakib; M. A. Hilal (J. Comput. Appl. Math., 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)

A Regularization by Denoising super-resolution method based on genetic algorithms. - Mourad Nachaoui; Lekbir Afraites; Amine Laghrib (Signal Process. Image Commun., 2021)

An improved bilevel optimization approach for image super-resolution based on a fractional diffusion tensor. - Mourad Nachaoui; Amine Laghrib (J. Frankl. Inst., 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)

A weighted parameter identification PDE-constrained optimization for inverse image denoising problem. - Lekbir Afraites; Aissam Hadri; Amine Laghrib; Mourad Nachaoui (Vis. Comput., 2022)

Coupled complex boundary method for a geometric inverse source problem. - Lekbir Afraites; Chorouk Masnaoui; Mourad Nachaoui (RAIRO Oper. Res., 2022)

An hybrid finite element method for a quasi-variational inequality modeling a semiconductor. - Abdeljalil Nachaoui; Mourad Nachaoui (RAIRO Oper. Res., 2023)

A Blind Poisson-Gaussian Noise Separation Using Learning Copula Densities. - Abdelghani Ghazdali; Aissam Hadri; Amine Laghrib; Mourad Nachaoui (Circuits Syst. Signal Process., 2023)

Modified U-Net Architecture Using Fundus Images for Hemorrhages Semantic Segmentation. - Amine El Hossi; Soufiane El Aamrani; Abdelali Elmoufidi; Mourad Nachaoui (UNet, 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)

Primal dual algorithm for solving the nonsmooth Twin SVM. - Soufiane Lyaqini; Aissam Hadri; Ayoub Ellahyani; Mourad Nachaoui (Eng. Appl. Artif. Intell., 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)

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., 2024)

Hybrid particle swarm optimization algorithm for text feature selection problems. - Mourad Nachaoui; Issam Lakouam; Imad Hafidi (Neural Comput. Appl., 2024)

Poisson noise and Gaussian noise separation through copula theory. - Abdelghani Ghazdali; Aissam Hadri; Amine Laghrib; Mourad Nachaoui (Multim. Tools Appl., 2024)

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)

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)

Improved Supervised Machine Learning for Predicting Auto Insurance Purchase Patterns. - Mourad Nachaoui; Fatma Manlaikhaf; Soufiane Lyaqini (IEEE Trans. Artif. Intell., 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., 2025)