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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)

Reinforcement Learning for Classification of Low-Resolution Satellite Images

Manifestation: International Conference on Mathematics for Data Science

Date: 2021-12-13

Organisation: Ciro, Egypt

Bio-Inspired Hybridization of Artificial Neural Networks: An Application for classification Tasks

Manifestation: Proceedings of the Latin American International Conference on Natural and Applied Sciences

Date: 2021-11-5

Organisation: Villahermosa, Mexico

Implementation of face recognition on ATM's to enhance security

Manifestation: International Conference on Mathematics and Data Science

Date: 2021-10-28

Organisation: Khribga, Maroc

Back-propagation and PSO-GA based Optimizations for a Neural Network Classification of Engine Fault Signals

Manifestation: Metaheuristics and Nature Inspired computing

Date: 2018-10-27

Organisation: Marrakech, Morocco

Engine Fault Signals Diagnosis using Genetic Algorithm and K-means based Clustering.

Manifestation: Learning and Optimization Algorithms: Theory and Applications (LOPAL’18).

Date: 2018-05-02

Organisation: Rabat, Morocco

Improved Particle Swarm Optimization (PSO) based K-means Clustering applied to Fault Signals Diagnosis

Manifestation: International Conference on Control Automation and Diagnosis (ICCAD'18)

Date: 2018-03-19

Organisation: Marrakech-Morocco

Classification of Signals by using Genetic Algorithm Method

Manifestation: MOCASIM , la Modélisation et le Calcul Scientifique en Ingénierie Mathématique

Date: 2017-04-17

Organisation: Marrakech, Morocco

Adaptive level set evolution for Image segmentation

Manifestation: The Second International Conference on Modeling and Scientific Computing in Mathematical Engineering (MOCASIM2017).

Date: 17 - 20 April 2017

Organisation: Marrakesh, Morocco

A novel Mathematical and numerical approach for image segmentation and three-dimensional reconstruction

Manifestation: International Conference On Applied Analysis And Mathematical Modeling (ICAAMM’2019)

Date: 10-13 Mars 2019

Organisation: Istanbul Gelisim University, Turkey.