RAFALIA Najat
Email : najat.rafalia@uit.ac.ma
Établissement : Faculté des sciences
Laboratoire : Recherche en Informatique
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📚 Publications Scopus — Total : 73
| Titre | Année | 🔗 Voir |
|---|---|---|
| Traffic Light Detection Using Yolo Versions for Intelligent Driving | 2026 | 🔗 Voir |
| Self-Supervised Learning for Short-Term Traffic Prediction Using Spatiotemporal Graph Neural Networks | 2026 | 🔗 Voir |
| An Overview of the Machine Learning Algorithms in Healthcare Data Analysis | 2026 | 🔗 Voir |
| ISAAF: an IoT security and attack prevention framework using AI-driven predictive analytics | 2025 | 🔗 Voir |
| Securing IoT With Advanced Machine and Deep Learning for Multi-Class Intrusion Detection: Leveraging AI for Robust Multi-Class Intrusion Detection in IoT Systems | 2025 | 🔗 Voir |
| MQTTEEB-D: A Real-World IoT Cybersecurity Dataset for AI-Powered Threat Detection in MQTT Networks | 2025 | 🔗 Voir |
| Artificial intelligence in autonomous vehicles advancing sustainable transportation goals | 2025 | 🔗 Voir |
| Enhancing precision in evapotranspiration estimation: AI-powered downscaling of VIIRS LST | 2025 | 🔗 Voir |
| Integrating Hybrid Deep Learning for Improving Traffic Flow Prediction | 2025 | 🔗 Voir |
| An Intelligent Big Data Analysis Approach for Real-Time Data Processing: A Case Study on META Stock Price Prediction Using LSTM Model | 2025 | 🔗 Voir |
| Influence of KNN on Genetic Algorithm to Attain Better Routing in TSP Problem | 2025 | 🔗 Voir |
| Advanced Strategies for Big Data Resource and Storage Optimization: An AI Perspective | 2025 | 🔗 Voir |
| Robotic Agents through Scalable Multi-agent Reinforcement Learning for Optimization of Warehouse Logistics | 2025 | 🔗 Voir |
| Towards a Robust DNA Storage System with a Multilayer Approach | 2025 | 🔗 Voir |
| CNN-GA Approach for Priority Recognition and Traffic Signal Optimization in Urban Emergency Response | 2025 | 🔗 Voir |
| Advancing elderly care through big data analytics and machine learning for daily activity characterization | 2024 | 🔗 Voir |
| Customized convolutional neural networks for Moroccan traffic signs classification | 2024 | 🔗 Voir |
| Elevating smart city mobility using RAE-LSTM fusion for next-gen traffic prediction | 2024 | 🔗 Voir |
| Smart traffic forecasting: leveraging adaptive machine learning and big data analytics for traffic flow prediction | 2024 | 🔗 Voir |
| Enhancing Hadoop distributed storage efficiency using multiagent systems | 2024 | 🔗 Voir |
| IMPACT OF MACHINE LEARNING AND E-LEARNING ON THE OPTIMIZATION OF TERRITORIAL INTELLIGENCE | 2024 | 🔗 Voir |
| INTERNET OF THINGS (IOT) APPLICATIONS IN THE AUTOMOTIVE SECTOR | 2024 | 🔗 Voir |
| Internet of Things (IoT) for Intelligent Healthcare: Smart System to relieve pressure on hospitals during the Pandemic of Corona | 2024 | 🔗 Voir |
| Enhancing IoT Data Integrity and Effectiveness through hybrid Compression Method: A Step Towards Energy Efficiency | 2024 | 🔗 Voir |
| Distributed Multi-Intersection Traffic Flow Prediction using Deep Learning | 2024 | 🔗 Voir |
| A Next-Generation Platform for Law Enforcement Vehicle Detection | 2024 | 🔗 Voir |
| A Machine Learning Approach to Residential Energy Prediction Using Large-Scale Datasets in MongoDB | 2024 | 🔗 Voir |
| An Artificial Intelligence Approach to Enhance the Optimization of the Vehicle Routing Problem | 2024 | 🔗 Voir |
| Strategic Intelligence: Navigating Hallucinations with Knowledge Graphs and Multi-Agent Systems in Chatbots | 2024 | 🔗 Voir |
| Enhancing urban mobility: integration of IoT road traffic data and artificial intelligence in smart city environment | 2023 | 🔗 Voir |
| Adaptive traffic lights based on traffic flow prediction using machine learning models | 2023 | 🔗 Voir |
| DNA technology for big data storage and error detection solutions: Hamming code vs Cyclic Redundancy Check (CRC) | 2023 | 🔗 Voir |
| Harnessing Machine Learning and Multi Agent Systems for Health Crisis Analysis in North Africa | 2023 | 🔗 Voir |
| Comparative study of the Security Analysis of IoT systems using attack trees algorithm | 2023 | 🔗 Voir |
| A Breast Cancer Detection Problem using various Machine Learning Techniques in the Context of Health Prediction System | 2023 | 🔗 Voir |
| Machine Learning for a Medical Prediction System “Breast Cancer Detection” as a use case | 2023 | 🔗 Voir |
| Comparative Analysis of Transfer Learning-Based CNN Approaches for Recognition of Traffic Signs in Autonomous Vehicles | 2023 | 🔗 Voir |
| Distributed storage optimization using multi-agent systems in Hadoop | 2023 | 🔗 Voir |
| Impact of E-learning on the environment and the optimization of the use of natural resources | 2023 | 🔗 Voir |
| Real-time GPS Tracking System for IoTEnabled Connected Vehicles | 2023 | 🔗 Voir |
| AODV-based Defense Mechanism for Mitigating Blackhole Attacks in MANET | 2023 | 🔗 Voir |
| ANALYSIS AND COMPARISON OF NOSQL DATABASES WITH RELATIONAL DATABASE: MONGODB AND HBASE VERSUS MYSQL | 2023 | 🔗 Voir |
| Enhancing MapReduce for Large Data Sets with Mobile Agent Assistance | 2023 | 🔗 Voir |
| DETECTION AND RECOGNITION OF ROAD SIGNS USING YOLOv5 | 2023 | 🔗 Voir |
| Harnessing the Power of Cloud-Based Big Data Analytics for E-Government Advancement in Morocco: A Catalyst for Development | 2023 | 🔗 Voir |
| Enhanced Traffic Management Through Data Mining: Predictive Models for Congestion Reduction | 2023 | 🔗 Voir |
| APPLYING ARTIFICIAL INTELLIGENCE TO DETECT RETINAL DISEASES | 2023 | 🔗 Voir |
| ENHANCEMENTS AND AN INTELLIGENT APPROACH TO OPTIMIZE BIG DATA STORAGE AND MANAGEMENT: RANDOM ENHANCED HDFS (REHDFS) AND DNA STORAGE | 2022 | 🔗 Voir |
| Intelligent Approaches to Optimizing Big Data Storage and Management: REHDFS system and DNA Storage | 2022 | 🔗 Voir |
| An Approach Based on Multi-agent and Artificial Immune Algorithm for the Vehicle Routing Problem in Home-Health Care | 2022 | 🔗 Voir |
| Synthetic dna as a solution to the big data storage problem | 2021 | 🔗 Voir |
| Metaheuristics methods for the VRP in Home Health Care by minimizing fuel consumption for environmental gain | 2021 | 🔗 Voir |
| A Vehicle Routing Problem for the Collection of Medical Samples at Home: Case Study of Morocco | 2021 | 🔗 Voir |
| An Intelligent Approach for Data Analysis and Decision Making in Big Data: A Case Study on E-commerce Industry | 2021 | 🔗 Voir |
| Mobile agent security using Amrani et al.'s protocol and binary serialisation | 2021 | 🔗 Voir |
| GRASP Combined with ILS for the Vehicle Routing Problem with Time Windows, Precedence, Synchronization and Lunch Break Constraints | 2021 | 🔗 Voir |
| A SURVEY OF THE VEHICLE ROUTING PROBLEM IN-HOME HEALTH CARE SERVICES | 2021 | 🔗 Voir |
| A Parallel Genetic Algorithm to Optimize the Massive Recruitment Process | 2021 | 🔗 Voir |
| A lightweight secure CoAP for IoT-cloud paradigm using elliptic-curve cryptography | 2020 | 🔗 Voir |
| Improving MapReduce Process by Mobile Agents | 2020 | 🔗 Voir |
| Lightweight secure scheme for IOT-cloud convergence based on elliptic curve | 2019 | 🔗 Voir |
| CDS-MIP: CDS-based multiple itineraries planning for mobile agents in a wireless sensor network | 2019 | 🔗 Voir |
| The immigration genetic approach to improve the optimization of constrained assignment problem of human resources | 2019 | 🔗 Voir |
| Virtual machines online acquisition | 2018 | 🔗 Voir |
| Analyze and evaluate the implementation of CDS algorithms using the mobile agent | 2018 | 🔗 Voir |
| Online multi-instance acquisition for cost optimization in IaaS Clouds | 2017 | 🔗 Voir |
| An optimizing approach for multi constraints reassignment problem of human resources | 2016 | 🔗 Voir |
| A thick-cloud solution for data auditing in a cloud environment | 2016 | 🔗 Voir |
| A multiple knapsack approach for assignment problem of human resources | 2016 | 🔗 Voir |
| How can we design a cost-effective model that ensures a high level of data integrity protection? | 2015 | 🔗 Voir |
| A hybrid heuristic method to solve an assignment problem of human resource | 2015 | 🔗 Voir |
| Using multi-agents systems in distributed data mining: A survey | 2015 | 🔗 Voir |
| Parallel solvers for the depletion region identification in metal semiconductor field effect transistors | 2005 | 🔗 Voir |