• Une plateforme d'apprentissage hybride pour les stagiaires de la formation professionnelle 

  REBAI, DOUNYA (University of Guelma, 2024)

  With the rapid evolution of digital technologies and the growing demand for flexible learning methods, online learning platforms (e-learning) have become essential tools in modern education. However, the specific needs ...
• Un Système de Détection D’Intrusion pour les Smart Grids 

  ZITOUNI, Nada (University of Guelma, 2024)

  Traditional power grids, with one-way communication, lack flexibility and efficient fault management. On the other hand, Smart Grids integrate advanced technologies, allowing bidirectional energy management and better ...
• Advanced Android Malware Detection: Leveraging Machine Learning for Zero-Day Threat Defense 

  DJAGHOUT, YEHYA (University of Guelma, 2024)

  The widespread use of Android devices has made them a prime target for malware, highlighting the critical need for effective detection mechanisms to protect users and their data. This thesis introduces an innovative mixed ...
• A containerized management for deploying machines in the computing center of the computer science department-University of Guelma 8 may 1945 

  KARKI, AHMED RAID (University of Guelma, 2024)

  This thesis project endeavors to develop an innovative platform tailored for practical sessions within the educational context. The platform aims to provide customized environments for each teaching module through the ...
• Bias Mitigation in Healthcare-Based Machine Learning Systems 

  BORDJIBA, HANA (University of Guelma, 2024)

  This study investigates the impact of oversampling techniques, specifically SVMSMOTE and BorderlineSMOTE, on machine learning models for heart disease and diabetes risk prediction. Using Gradient Boosting Machine (GBM) ...
• Monitoring and Securing Learning in Educational Social Networks 

  BOUGUETTAYA, SIRINE (University of Guelma, 2024)

  Educational social networks are online platforms designed to foster learning and knowledge exchange. They provide a space where students, teachers, and experts can interact, share educational content, and collaborate on ...
• Intelligent Models for Dynamic Systems Monitoring: A Case Study on Forest Fires 

  SEDDIKI, LOUBNA (University of Guelma, 2024)

  Dynamic systems play a crucial role in various fields, including meteorology, finance, and technology, and are characterized by their complexity and interdependencies. Traditional modeling and prediction methods often ...
• A Comparative Study of Data Mining Tools 

  FETATNIA, ABDALLAH (University of Guelma, 2024)

  This Master’s thesis presents a comparative study of four popular free data mining tools: RapidMiner, Weka, KANIME, and Orange. The study evaluates their features, user-friendliness, performance, and community support. ...
• Développement d'un modèle intelligent pour la prédiction de la volatilité financière 

  OUSSEINI, BEIDOU HABIBOU (University of Guelma, 2024)

  Assessing the uncertainty associated with asset price fluctuations is crucial in finance, with volatility being a key measure. The ability to predict this volatility is vital for making effective investment decisions, ...
• A method based on word embedding and semantic similarity for detecting aberrant documents 

  ADJABI, AKRAM (University of Guelma, 2024)

  Detecting outlier documents is a critical task in various domains, including fraud detection, information retrieval, and anomaly detection. This project leverages Word2Vec Framework and the Word Mover’s Distance (WMD) ...
• A method for detecting spam emails based on fuzzy logic 

  AMOURA, MOHCENE (University of Guelma, 2024)

  Spam emails are an ever-increasing issue in the digital communication world, posing significant threats globally, ranging from privacy breaches to financial losses and the spread of malicious software. The sheer volume ...
• Smart Deep System to Detect and Diagnose Wheat Disease 

  Hadri, Mohammed Islam (University of Guelma, 2024)

  Wheat is the most important basic component of food security in addition to its impact on the agricultural and economic income of countries, although every year we notice significant losses in it, and one of the most ...
• A code refactoring and machine learning based approach for the detection of PHP malware 

  MRABET, OUSSAMA (University of Guelma, 2024)

  The proliferation of malware has necessitated advanced techniques for detection and prevention. This research investigates the impact of refactoring PHP code on the effectiveness of machine learning algorithms in detecting ...
• Apprentissage Profond pour identifier les cellules cancéreuses dans des images médicales 

  BOUGRINE, SOUFIANE (University of Guelma, 2024)

  Brain tumors are a complex and dangerous form of cancer, where early diagnosis is crucial to improving patients’ chances of survival. Traditionally, doctors have relied on clinical examinations and medical imaging ...
• Object Detection for Impaired Visual Assistance Using Transfer Learning and IoT-Raspberry Pi 

  HAMICI, ADEM (University of Guelma, 2024)

  Navigating outdoor environments poses substantial challenges for blind and visually impaired people, limiting their ability to move independently and safely. This thesis presents a novel AI-based system designed to ...
• Une description topo-géométrique pour les formes 2D en utilisant la théorie de taille 

  AOUADI, ROUMEYSSA (University of Guelma, 2024)

  The objective of this work is to design and develop a shape descriptor for describing and matching of 2D shapes, more robust and e cient than other existing descriptors. The proposed approach introduces a new topological ...
• Sentiment Analysis for Arabic Language using Advanced Deep Learning Techniques 

  LARAISSIA, LINA YASSAMINE (University of Guelma, 2024)

  This master’s thesis focuses on the Sentiment Analysis for Arabic languages using Advanced Deep Learning Techniques. The aim of this study is to develop an intelligent system that can automatically predict the sentiment ...
• Enhancing Campus Security: Face Detection and Automatic Recognition System for Guelma University 

  BOURDIMA, YOUSSEF (University of Guelma, 2024)

  In this thesis we present the different approaches to face detection and feature extraction, as well as approaches to facial recognition. The study introduces a real-time facial recognition system designed for enhancing ...
• Automated Classification of Noise in Historical Document Images 

  BOUREGBA, WALA SALAH EDDINE (University of Guelma, 2024)

  The digitalization of historical documents is crucial for preserving valuable records for future generations. However, obtaining high-quality digital versions of these documents is challenging due to their often degraded ...
• Melanoma Detection System Using Deep Learning Techniques 

  SALMI, RANDA (University of Guelma, 2024)

  Melanoma is a very aggressive form of skin cancer. Diagnosis by dermatologists is based on a thorough clinical examination, dermatoscopy and, if necessary, a biopsy with histopathological analysis. Early diagnosis is ...

View more