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Informations du chercheur

Nom complet

DAROUICHI Aziz

Grade

PH

Spécialité

Mathématiques Appliquées et Informatique

Thématique de recherche

Artificial Intelligence, Computer Vision, Image Processing, Bio-inspired Algorithms, Remote Sensing

Laboratoire

Laboratoire d’Ingénierie Informatique et Systèmes

Établissement

Faculte des Sciences et Techniques Gueliz

Ouvrages (0 au total)

Aucun ouvrage disponible.

Publications (8 au total)

Refining U-Net Architecture Through Genetic Algorithms for Improved Skin Lesion Image Segmentation

Auteur: Fouzia El Abassi, Aziz Darouichi, Aziz Ouaarab

Revue: Communications in Computer and Information Science

Année: 2025

DOI: 10.1007/978-3-031-82156-1_11

<scp>TAU‐EffNetB7</scp>: A Novel Triple Attention U‐Net Approach Using <scp>EfficientNetB7</scp> for Enhanced Polyp Segmentation

Auteur: Fouzia El Abassi, Aziz Darouichi, Aziz Ouaarab

Revue: International Journal of Imaging Systems and Technology

Année: 2025

DOI: 10.1002/ima.70144

3D AGRes-UNet: an advanced deep learning model for brain tumor segmentation from multimodal MRI

Auteur: Khaoula Echine, Aziz Darouichi

Revue: Multimedia Tools and Applications

Année: 2025

DOI: 10.1007/s11042-025-20828-9

3D AGSE-Res-UNet: An Efficient Deep Learning Approach based on Res-UNet for Brain Tumor Segmentation

Auteur: Khaoula Echine, Aziz Darouichi

Revue: 2024 International Conference on Connected Innovation and Technology (ICCITX)

Année: 2024

DOI: 10.1109/iccitx61791.2024.11070871

Retinal Disease Classification Using AI: A novel CapsNet-Vgg16 architecture

Auteur: Kawtar Naim, Aziz Darouichi

Revue: 2024 International Conference on Connected Innovation and Technology (ICCITX)

Année: 2024

DOI: 10.1109/iccitx61791.2024.11070715

Segmentation of Cervical Cancer from MRI Images: An Overview

Auteur: Salma Oussahi, Aziz Darouichi, El Mahdi El Guarmah

Revue: 2024 International Conference on Connected Innovation and Technology (ICCITX)

Année: 2024

DOI: 10.1109/iccitx61791.2024.11070807

Comparative Analysis of U-Net with Transfer Learning and Attention Mechanism for Enhanced Medical Image Segmentation

Auteur: Fouzia El Abassi, Aziz Darouichi, Aziz Ouaarab

Revue: Lecture Notes in Networks and Systems

Année: 2024

DOI: 10.1007/978-3-031-68653-5_52

Deep learning for photovoltaic panels segmentation

Auteur: K. Bouzaachane, A. Darouichi, E. El Guarmah,

Revue: Mathematical Modeling and Computing

Année: 2023

DOI: 10.23939/mmc2023.03.638

Communications (30 au total)

Advancing Network Defense: Feature Selection Methods for Machine Learning-Based Intrusion Detection Systems

Manifestation: 6th Doctoral Scientific Day (JSD)

Date: 2025-06-03

Organisation: EMSI Marrakech

Binary Classification of Diabetic Retinopathy Using a Fine-Tuned Xception Model

Manifestation: 6th Doctoral Scientific Day (JSD)

Date: 2025-06-03

Organisation: EMSI Marrakech

Comparative Evaluation of Spatial Filters for Cervical MRI Denoising

Manifestation: 6th Doctoral Scientific Day (JSD)

Date: 2025-06-03

Organisation: EMSI Marrakech

Machine Learning for RET-Targeted Drug Repurposing: Integrating SHAP-Based Feature Selection and Bioactivity Prediction

Manifestation: 6th Doctoral Scientific Day (JSD)

Date: 2025-06-03

Organisation: EMSI Marrakech

Optimizing Hybrid Loss Functions for Skin Lesion Segmentation Using Differential Evolution

Manifestation: 6th Doctoral Scientific Day (JSD)

Date: 2025-06-03

Organisation: EMSI Marrakech

Precise MRI Brain Tumor Delineation via Enhanced Mask R-CNN and PointRend

Manifestation: 6th Doctoral Scientific Day (JSD)

Date: 2025-06-03

Organisation: EMSI Marrakech

Optimizing Intrusion Detection Systems: A Machine Learning Based Feature Selection Approach for Enhanced Cybersecurity

Manifestation: 3rd edition of the International Conference on Artificial Intelligence and Applied Mathematics (JIAMA’25)

Date: 2025-05-20

Organisation: ENSA Al-Hoceima, Morocco

Deep Learning–Based Automated Detection of Diabetic Retinopathy in Retinal Images

Manifestation: 3rd edition of the International Conference on Artificial Intelligence and Applied Mathematics (JIAMA’25)

Date: 2025-05-20

Organisation: ENSA Al-Hoceima, Morocco

Metaheuristic-Based Deep Learning Approaches for Brain Tumor Detection and Classification

Manifestation: 3rd edition of the International Conference on Artificial Intelligence and Applied Mathematics (JIAMA’25)

Date: 2025-05-20

Organisation: ENSA Al-Hoceima, Morocco

Thèses (0 au total)

Aucune thèse disponible.