A genetic algorithm for solving a new image restoration model based on selective filtering. - Nour-Eddine Joudar; Fidae Harchli; Es-Safi Abdelatif; Mohamed Ettaouil (SITA, 2015)

An improved model for restoring and protecting the digital images: mathematical modeling and optimization. - Nour-Eddine Joudar; Mohamed Ettaouil (BDCA, 2017)

Mathematical mixed-integer programming for solving a new optimization model of selective image restoration: modelling and resolution by CHN and GA. - Nour-Eddine Joudar; Mohamed Ettaouil (Circuits Syst. Signal Process., 2019)

Using continuous Hopfield neural network for solving a new optimization architecture model of probabilistic self organizing map. - Nour-Eddine Joudar; Zakariae En-Naimani; Mohamed Ettaouil (Neurocomputing, 2019)

An adaptive Drop method for deep neural networks regularization: Estimation of DropConnect hyperparameter using generalization gap. - El houssaine Hssayni; Nour-Eddine Joudar; Mohamed Ettaouil (Knowl. Based Syst., 2022)

KRR-CNN: kernels redundancy reduction in convolutional neural networks. - El houssaine Hssayni; Nour-Eddine Joudar; Mohamed Ettaouil (Neural Comput. Appl., 2022)

A deep learning framework for time series classification using normal cloud representation and convolutional neural network optimization. - El houssaine Hssayni; Nour-Eddine Joudar; Mohamed Ettaouil (Comput. Intell., 2022)

Localization and reduction of redundancy in CNN using L1-sparsity induction. - El houssaine Hssayni; Nour-Eddine Joudar; Mohamed Ettaouil (J. Ambient Intell. Humaniz. Comput., 2023)

A Multi-objective Optimization Model for Redundancy Reduction in Convolutional Neural Networks. - Ali Boufssasse; El houssaine Hssayni; Nour-Eddine Joudar; Mohamed Ettaouil (Neural Process. Lett., 2023)

Evolutionary algorithm-based hyperparameter tuning of one-dimensional CNNs for diabetes mellitus prediction. - Fatima Zahrae El-Hassani; Fatima Belhabib; Nour-Eddine Joudar; Khalid Haddouch (Evol. Intell., 2024)

Parameter tuning of continuous Hopfield network applied to combinatorial optimization. - Safae Rbihou; Nour-Eddine Joudar; Khalid Haddouch (Ann. Math. Artif. Intell., 2024)

A New Optimization Model for MLP Hyperparameter Tuning: Modeling and Resolution by Real-Coded Genetic Algorithm. - Fatima Zahrae El-Hassani; Meryem Amri; Nour-Eddine Joudar; Khalid Haddouch (Neural Process. Lett., 2024)

Multi-objective optimization for reducing feature maps redundancy in CNNs. - Ali Boufssasse; El houssaine Hssayni; Nour-Eddine Joudar; Mohamed Ettaouil (Multim. Tools Appl., 2024)

Optimizing parameter settings for hopfield neural networks using reinforcement learning. - Safae Rbihou; Nour-Eddine Joudar; Khalid Haddouch (Evol. Syst., 2024)

Protecting Medical Images Using a Zero-Watermarking Approach Based on Fractional Racah Moments. - Karim El-Khanchouli; Hanaa Mansouri; Nawal El Ghouate; Hicham Karmouni; Nour-Eddine Joudar; Mhamed Sayyouri; Sameh S. Askar; Mohamed Abouhawwash (IEEE Access, 2025)

Proposal of a novel quaternionic integer reversible Racah transform and a hyperchaotic system for secure encryption of colored medical images. - Karim El-Khanchouli; Nour-Eddine Joudar; Mhamed Sayyouri (Expert Syst. Appl., 2025)

ODTL: An Optimal Deep Transfer Learning model for brain tumor classification. - Otmane Mallouk; Nour-Eddine Joudar; Mohamed Ettaouil (Neurocomputing, 2025)

Enhancing Brain Tumor Classification Through Optimal Kernel Selection With GL1$$ {GL}_1 $$-Regularization. - Otmane Mallouk; Nour-Eddine Joudar; Mohamed Ettaouil (Int. J. Imaging Syst. Technol., 2025)

STP-CNN: Selection of transfer parameters in convolutional neural networks. - Otmane Mallouk; Nour-Eddine Joudar; Mohamed Ettaouil (Expert Syst. J. Knowl. Eng., 2025)

Novel dropout approach for mitigating over-smoothing in graph neural networks. - El houssaine Hssayni; Ali Boufssasse; Nour-Eddine Joudar; Mohamed Ettaouil (Appl. Intell., 2025)

Improving early breast cancer detection: a hybrid approach with convolutional neural networks and genetic algorithm-based optimization. - Fatima Zahrae El-Hassani; Abderrahmane Ed-daoudy; Nour-Eddine Joudar; Khalid Haddouch (Clust. Comput., 2025)