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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)

Deep Learning for photovoltaic panels segmentation

Manifestation: International conference on applied mathematics and data science

Date: 2022-12-16

Organisation: Casablanca

Machine Learning based approaches to Detect Network Intrusion by Balancing Dataset

Manifestation: International conference on applied mathematics and data science

Date: 2022-12-16

Organisation: Casablanca

Improved Intrusion Detection System by using Neural Networks and Invasive Weeds Algorithm

Manifestation: Proceedings of the International Conference on Applied Mathematics and Data Science (ICAMDS’2022)

Date: 2022-12-16

Organisation: Faculty of Sciences Ain chock, Casablanca, Morocco

Applying Face Recognition in Video Surveillance for Security Systems

Manifestation: 8th International Conference on Optimization and Applications (ICOA)

Date: 2022-10-6

Organisation: Italie

Automatic detection of covid-19 using CNN model combined with Firefly algorithm

Manifestation: 8th International Conference on Optimization and Applications (ICOA)

Date: 2022-10-6

Organisation: Italie

New Neural Network-Based Intrusion Detection System Design by Using Bat and Ant Colony Algorithms

Manifestation: Proceedings of the 7th International New York Conference On Evolving Trends In Interdisciplinary Research & Practices

Date: 2022-10-1

Organisation: Manhattan, NewYork City

Applying Face Recognition in Video Surveillance for Security Systems

Manifestation: 2022 8th International Conference on Optimization and Applications (ICOA)

Date: 2022-10-06

Organisation: Sestri Levante, Italy

Automatic detection of covid-19 using CNN model combined with Firefly algorithm

Manifestation: IEEE: Institute of Electrical and Electronics Engineers

Date: 2022

Applying Face Recognition in Video Surveillance for Security Systems

Manifestation: IEEE: Institute of Electrical and Electronics Engineers

Date: 2022