• Leveraging AI and IoT for Enhanced Surveillance and Efficient Management of Water Dams 

  BOUMELIT, YASSAMINE (University of Guelma, 2025)

  Ensuring dam safety requires proactive monitoring of multiple critical risks, including floating debris, potential drowning incidents, and the gradual emergence of structural cracks. In response to these challenges, this ...
• Toward the creation of a Startup for Electronic Signature and Certificates Services under the Algerian Regulation 

  BOUSSAID, Alaeddine (University of Guelma, 2025)

  As Algeria undergoes its digital transformation, the establishment of legally recognized and technically secure electronic signature services has become a national imperative. Despite the adoption of Law No. 15-04 and ...
• Poubelles Intelligentes pour la Reconnaissance des Bouteilles et la Récompense des Utilisateurs 

  BENABID, Manar (University of Guelma, 2025)

  Given the sharp increase in plastic waste and its negative impact on the environment, it has become essential to develop innovative and effective solutions to address this issue. In this context, this project leverages ...
• AgriSense: Intelligent Disease Detection in Cereals Using RGB Imaging 

  HAMOUCHI, HALA (2025)

  Modern agriculture faces major challenges, including cereal leaf diseases, reduced crop yields, and the impacts of climate change. To address these issues, we developed AgriSense, an innovative system for the early detection ...
• AgriSense: Intelligent Disease Detection in Cereals Using RGB Imaging 

  HAMOUCHI, HALA (University of Guelma, 2025)

  Modern agriculture faces major challenges, including cereal leaf diseases, reduced crop yields, and the impacts of climate change. To address these issues, we developed AgriSense, an innovative system for the early detection ...
• AGRICO.DZ : Plateforme de Coopératives Agricoles Connectées 

  AYAD FADI, GASMI Ahmed Anis (University of Guelma, 2025)

  The work presented in this thesis aims to design and develop a digital application dedicated to connecting stakeholders in the agricultural sector. This project is based on a modern microservices-oriented architecture and ...
• TerraSense : Surveillance intelligente de la santé du sol pour une agriculture durable. 

  BOUZIDI LINA MAYA (university of guelma, 2025)

  This thesis presents the design and implementation of an intelligent soil health monitoring system to support sustainable agriculture. In response to the limitations of traditional soil monitoring methods, the proposed ...
• Designing a Medical Chatbot Using Expert–Patient Conversations on Social Media and External Knowledge Integration 

  KHALFOUN ABDELHALIM (university of guelma, 2025)

  In recent years, conversational systems have gained considerable importance in the healthcare domain, particularly as the demand for real-time, accessible medical consultation continues to grow. Despite their
• Predicting Chronic Kidney Disease: A Machine Learning Approach to Early Detection and Risk Assessment 

  GUETTAF ILYAS (university of guelma, 2025)

  Chronic Kidney Disease (CKD) is a major global health concern, often developing silently until reaching advanced stages, which makes early prediction vital for timely medical interven- tion. This research addresses the ...
• Sentiment Analysis of Learners’ Comments 

  BOULARES MADJDA (university of guelma, 2025)

  The rapid expansion of online learning platforms has enabled students to express themselves freely through comments, offering valuable insights into their educational experiences. The objective of this work is to propose ...
• Innovative Decision Support System for Academic and Scientific Output Management: An AI-Based Approach for Algerian Higher Education Institutions 

  BENSOUILAH ASMA, CHIHA DOUNYA (university of guelma, 2025)

  The objective of the platform developed in this project is to enhance both the efficiency and modernity of academic output management in higher education. It enables instructors to submit lectures, handouts, dissertations, ...
• Smart Monitoring of Forest and Agricultural Health Using AI and IoT Case of Thaumetopoea pityocampa Nest Detection 

  DOUAFER AMANI, AMIRI Aya (university of guelma, 2025)

  Détection automatique, Vision par ordinateur, YOLOv11, Forêts, Thaumetopoea pityocampa, Multi-Scale Patch Analysis (MSPA), Intelligence Artificielle.
• Développement d’un système intelligent de reconnaissance des insectes nuisibles dans les cultures agricoles 

  FERDI, MANAR (university of guelma, 2025)

  This master’s thesis addresses the problem of automatic recognition of harmful insects, a crucial challenge for precision agriculture and food security. Faced with the complexity and slowness of manual identification, the ...
• Vers des réseaux IoT sécurisés : surveillance des menaces cybernétiques basée sur intelligence artificielle 

  GHERAIBIA, CHAIMA (university of guelma, 2025)

  Intrusion Detection Systems (IDS) play a vital role in strengthening the security of digital environments, particularly in the Internet of Things (IoT), where connected devices are often vulnerable to increasingly sophisticated ...
• Un algorithme pour la sélection de réseau dans IoV 

  SAAIDIA, ABDERRAHIM (university of guelma, 2025)

  The Internet of Vehicles (IoV) is an advanced communication system that facilitates the exchange of information between vehicles, road infrastructures, and various other connected components. Ensuring effective and reliable ...
• Leveraging Large Language Models For Automated Software Vulnerability Detection and Analysis 

  BOUCENA, AMINA (university of guelma, 2025)

  The growing integration of software across various sectors has amplified the urgency to develop effective mechanisms for safeguarding systems against sophisticated cyberattacks. This thesis investigates the application of ...
• Automated Epilepsy Seizure Detection in Pediatric Using Machine Learning 

  DOGHMENE, Sarra (university of guelma, 2025)

  Epilepsy is a prevalent neurological disorder marked by recurrent and unpredictable seizures. In pediatric patients, early and accurate detection is critical to enabling timely medical intervention and improving long-term ...
• Reconnaissance des dialectes algériens avec des modèles de langage fine-tunés 

  ROUABHIA, NOR EL HOUDA (university of guelma, 2025)

  Sentiment analysis has experienced a significant resurgence of interest with the rise of artificial intelligence, particularly in studying opinions expressed on social media. This thesis aims to address the challenges ...
• AI-Powered Virtual Campus Exploration : Integrating LLM-Driven Interactions within a 3D Virtual Reality Mode 

  ABDELLAOUI, SALIM (university of guelma, 2025)

  A virtual reality platform that enables students to explore a 3D university campus and interact with AI-powered agents for personalized, immersive learning
• Large Language Models pour Les Systèmes de Recommandation 

  ZERGUINE, NADA (university of guelma, 2025)

  With the growing importance of information personalization, it has become essential to develop recommendation systems capable of fully leveraging the richness of available textual content. This study proposes the use of ...

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