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Informations du chercheur

Nom complet

BOUZAACHANE Khadija

Grade

PA

Spécialité

Intelligence Artificielle

Thématique de recherche

Machine learning, Deep learning, Education, satellite imagery, recommender system, bioinformatique

Laboratoire

Laboratoire d’Ingénierie Informatique et Systèmes

Établissement

Faculte des Sciences et Techniques Gueliz

Projets (0 au total)

Aucun projet disponible.

Publications (13 au total)

Aircraft Emergency Landing Areas Accessibility Analysis Using Multi-objective Optimization

Auteur: Illi, Adil ; El Guarmah, El Mahdi ; El Hadaj, Salah ; Bouzaachane, Khadija

Revue: Engineering Letters

Année: 2026

DOI: https://www.engineeringletters.com/issues_v34/issue_5/EL_34_5_45.pdf

Addressing Modern Cybersecurity Challenges: A Hybrid Machine Learning and Deep Learning Approach for Network Intrusion Detection

Auteur: Khadija Bouzaachane, El Mahdi El Guarmah, Abdullah M. Alnajim, Sheroz Khan

Revue: CMC-Computers, Materials & Continua

Année: 2025

DOI: 10.32604/cmc.2025.065031

Cybersecurity Analytics: Toward an Efficient ML-Based Network Intrusion Detection System (NIDS)

Auteur: Tariq Mouatassim, Hassan El Ghazi, Khadija Bouzaachane, El Mahdi El Guarmah, Iyad Lahsen-Cherif

Revue: Lecture Notes in Computer Science

Année: 2024

DOI: 10.1007/978-3-031-59933-0_18

A pixel-wise labelled dataset of Moroccan aircraft emergency landing sites for semantic segmentation applications

Auteur: Adil ILLI, Khadija Bouzaachane, Salah El Hadaj, El Mahdi El Guarmah

Revue: Data in Brief

Année: 2024

DOI: 10.1016/j.dib.2024.110379

Deep learning for photovoltaic panels segmentation

Auteur: Khadija Bouzaachane, Aziz Darouichi, El Mahdi El Guarmah

Revue: MATHEMATICAL MODELING AND COMPUTING

Année: 2023

DOI: 10.23939/mmc2023.03.638

New Denial of Service Attacks Detection Approach Using Hybridized Deep Neural Networks and Balanced Datasets

Auteur: Ouail Mjahed, Salah El Hadaj, El Mahdi El Guarmah, Soukaina Mjahed

Revue: Computer Systems Science and Engineering

Année: 2023

DOI: 10.32604/csse.2023.039111

Improved Supervised and Unsupervised Metaheuristic-Based Approaches to Detect Intrusion in Various Datasets

Auteur: Ouail Mjahed, Salah El Hadaj, El Mahdi El Guarmah, Soukaina Mjahed

Revue: Computer Modeling in Engineering & Sciences

Année: 2023

DOI: 10.32604/cmes.2023.027581

Bio-Inspired Hybridization of Artificial Neural Networks for Various Classification Tasks

Auteur: Ouail Mjahed, Salah El Hadaj, El Mahdi El Guarmah, Soukaina Mjahed

Revue: Studies in Informatics and Control

Année: 2022

DOI: 10.24846/v31i3y202202

Simulating tumor growth using mathematical and agent-based modeling

Auteur: Salma Chabbar, Aboulaich Rajae, Habbal Abderrahmane, El Guarmah El Mahdi

Revue: International Journal of Modeling, Simulation, and Scientific Computing

Année: 2021

DOI: 10.1142/s1793962322500271

Communications (30 au total)

Transformers for aircraft emergency landing sites semantic segmentation

Manifestation: 12th International Conference on Applied Analysis and Mathematical Modeling (ICAAMM-2024, Istanbul, Turquie)

Date: 2024-07-19

Organisation: Istanbul, Turquie

Analyzing Performance Discrepancies: U-Net vs TransUNet for Aircraft Emergency Landing Site Detection

Manifestation: 5th International Conference on Computer Science, Artificial Intelligence & Application (CSAIA’24)

Date: 2024-06-10

Organisation: Center of Conferences, Cadi Ayyad University, Marrakech, Morocco.

Cervical Disease Detection, Recognition, Classlflcatlon and Predictlon from Medlcal Images uslng Deep Learning

Manifestation: s•me journée Scientifique Doctorale qui s'est déroulée

Date: 2024-06-01

Organisation: EMSI - Marrakech

Exploring Vision Transformers for Emergency Aircraft Landing Site Detection

Manifestation: 2nd International Conference on Artificial Intelligence and Applied Mathematics

Date: 2024-05-11

Organisation: Faculty of Sciences and Techniques of Al-Hoceima

Implementation of a non-linear diffusion model and CNN architecture for denoinsing image

Manifestation: International Meeting on Applied Mathematics

Date: 2024-04-23

Organisation: Errachidia, Morocco

Cybersecurity analytics: Toward an efficient ML-based Network Intrusion Detection System (NIDS)

Manifestation: 6th International Conference on Machine Learning for Networking (MLN'2023)

Date: 2023-11-28

Organisation: Paris, France

A Novel Artificial Immune System-Based Training Strategy for Deep Neural Networks

Manifestation: 7th International Innovative Studies of Contemporary Scientific Research Congress

Date: 2023-04-21

Organisation: Tokyo, Japan

New DoS/DDoS Attacks Detection Approach Using Hybridized Neural Networks and Balanced Dataset

Manifestation: Proceedings of the VIth International ICONTECH Conference on Innovative Surveys in Positive Sciences

Date: 2022-12-4

Organisation: Rijeka, Croatia

A comparative study of breast cancer using machine learning

Manifestation: International conference on applied mathematics and data science

Date: 2022-12-16

Organisation: Casablanca