AMNAI Mohamed
Email : mohamed.amnai@uit.ac.ma
Institution : Faculty of Sciences
Laboratory : Computer Science Research
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📚 Scopus Publications — Total : 77
| Title | Year | 🔗 View |
|---|---|---|
| Review of Different Federated Learning Architectures in Terms of Resilience and Durability Against Malicious Programs | 2026 | 🔗 View |
| Enhancing IoT Smart Home Security: A CNN-LSTM and Transfer Learning Based Intrusion Detection System | 2026 | 🔗 View |
| Data Science for Detecting the DO Elbow: Saving Energy during Aeration Cycles | 2025 | 🔗 View |
| Generative AI-Powered Data Architectures: From Governance to Autonomous Analytics | 2025 | 🔗 View |
| A New Approach for Federated, Shared, and Collaborative Learning via a SAN Storage Network | 2025 | 🔗 View |
| Generative AI Applications and Intelligent Systems: From Chatbots to Cybersecurity | 2025 | 🔗 View |
| A Comprehensive Review of Weight Initialization Strategies for CNNs in Remote Sensing | 2025 | 🔗 View |
| A Novel Ontology-Based Approach for Analyzing Patient Sentiment Regarding Chronic Diseases | 2025 | 🔗 View |
| Comparative analysis of machine learning models for fake news detection in social media | 2025 | 🔗 View |
| Generative AI ethical dimensions: Data privacy challenges and future prospects | 2025 | 🔗 View |
| Data governance, devsecops, and advancements in modern software | 2025 | 🔗 View |
| Preface | 2025 | 🔗 View |
| Integrating security in DataOps: A framework for securing data pipelines in real-time analytics | 2025 | 🔗 View |
| Analytical Study of Decentralized and Secure Architectures for Deploying Federated Learning | 2025 | 🔗 View |
| AI-Driven Optimization for Energy-Efficient Task Offloading in Mobile Edge Computing | 2025 | 🔗 View |
| Benchmarking Time-Series Forecasting Models for Smart Meter Data | 2025 | 🔗 View |
| NextRec: Enhancing Recommender Systems with Cutting-Edge Large Language Models | 2025 | 🔗 View |
| Leveraging Spatial Attention and YOLOv5 for Small Road Signs Detection | 2025 | 🔗 View |
| Artificial intelligence for assessing the planets' positions as a precursor to earthquake events | 2024 | 🔗 View |
| From Micro-benchmarks to Machine Learning: Unveiling the Efficiency and Scalability of Hadoop and Spark | 2024 | 🔗 View |
| New unfreezing strategy of transfer learning in satellite imagery for mapping the diversity of slum areas: A case study in Kenitra city—Morocco | 2024 | 🔗 View |
| Query Optimization Using Indexation Techniques in Datawarehouse: Survey and Use Cases | 2024 | 🔗 View |
| Grape and Apple Plant Diseases Detection Using Enhance DenseNet121 Based Convolutional Neural Network | 2024 | 🔗 View |
| Record Linkage Approaches in Big Data: A Comprehensive Review | 2024 | 🔗 View |
| Comparative Study of Supervised Regression Algorithms in Machine Learning | 2024 | 🔗 View |
| Virtual Machine Selection in Mobile Edge Computing: Computing Resources Efficiency | 2024 | 🔗 View |
| Efficient Wireless Communication in Mobile Edge Computing: Channel Allocation Problem | 2024 | 🔗 View |
| The Importance of Formal Verification in User Interactions: A Case Study in Aircraft Management | 2024 | 🔗 View |
| Enhancing Security in Edge Computing with RSA and Paillier Encryption Scheme | 2024 | 🔗 View |
| Enhancing Book Recommendations on GoodReads: A Data Mining Approach Based Random Forest Classification | 2024 | 🔗 View |
| Intelligent task processing using mobile edge computing: processing time optimization | 2024 | 🔗 View |
| IoT Approach to Detect and Analyze Sinkhole Attack Traces in the RPL Protocol | 2024 | 🔗 View |
| Event Profiling in Social Media: A Survey with an Application | 2024 | 🔗 View |
| The Role of Artificial Intelligence in the Semantic Web | 2024 | 🔗 View |
| A highly scalable CF recommendation system using ontology and SVD-based incremental approach | 2023 | 🔗 View |
| Predicting user behavior using data profiling and hidden Markov model | 2023 | 🔗 View |
| Building an efficient convolution neural network from scratch: A case study on detecting and localizing slums | 2023 | 🔗 View |
| Predicting the next word using the Markov chain model according to profiling personality | 2023 | 🔗 View |
| Slum image detection and localization using transfer learning: a case study in Northern Morocco | 2023 | 🔗 View |
| Matching data detection for the integration system | 2023 | 🔗 View |
| Influencer Profiling to Identify the Top Keywords Using LDA | 2023 | 🔗 View |
| Enhanced MPR Selection Algorithm Based on Metrics for the OLSR Routing Protocol | 2023 | 🔗 View |
| Enhancing Recommendation System using Ontology-based Similarity and Incremental SVD Prediction | 2023 | 🔗 View |
| CF Recommender System Based on Ontology and Nonnegative Matrix Factorization (NMF) | 2023 | 🔗 View |
| Tree-Driven Intelligent Security System for Intrusion Detection in IoT environment | 2023 | 🔗 View |
| Automatic classification of emails using Deep Learning | 2023 | 🔗 View |
| Enhancing QoS in IoT through Big Data-Driven Networking and Computing Technologies | 2023 | 🔗 View |
| Indexation techniques in decision support systems: Study and Evaluation | 2023 | 🔗 View |
| Profiling Language Sign Using Deep Learning | 2023 | 🔗 View |
| Using MPI to Compare Two Protocols That Allow Paillier’s Cryptosystem to Perform Homomorphic Multiplication | 2023 | 🔗 View |
| Optimal Resource Allocation in Mobile Edge Computing Based on Virtual Machine Migration | 2023 | 🔗 View |
| A SWOT Analysis for Healthcare Using Machine Learning | 2023 | 🔗 View |
| Exploration of Question-Answering Systems: Survey | 2023 | 🔗 View |
| Prediction of Depression via Supervised Learning Models: Performance Comparison and Analysis | 2023 | 🔗 View |
| Detection and Prediction Using Similar Trajectory Measurements | 2022 | 🔗 View |
| Blockchain technology: A bibliographic study | 2022 | 🔗 View |
| Optimization challenge in decision supporting systems: An overview | 2022 | 🔗 View |
| Data Profiling and Machine Learning to Identify Influencers from Social Media Platforms | 2022 | 🔗 View |
| User Profiling and Influence Maximization | 2022 | 🔗 View |
| TTIDS : A Time-Driven Trust Based Intrusion Detection System for IoT Networks | 2022 | 🔗 View |
| Optimized Influencers Profiling from Social Media Based on Machine Learning | 2022 | 🔗 View |
| Optimal Task Processing and Energy Consumption Using Intelligent Offloading in Mobile Edge Computing | 2022 | 🔗 View |
| Applying Logarithm and Russian Multiplication Protocols to Improve Paillier’s Cryptosystem | 2022 | 🔗 View |
| Schema Matching Based on Deep Learning Using LSTM Model | 2022 | 🔗 View |
| Human profiling based on computer vision : A survey with application | 2022 | 🔗 View |
| A survey on the challenges of data integration | 2022 | 🔗 View |
| New adaptation method based on cross layer and TCP over protocols to improve QoS in mobile ad hoc network | 2021 | 🔗 View |
| Enhancenig OLSR routing protocol using K-means clustering in MANETs | 2020 | 🔗 View |
| A new efficient technique to enhance quality of service in OLSR protocol | 2019 | 🔗 View |
| Classification algorithm based on nodes similarity for MANETs | 2019 | 🔗 View |
| Enhancing OLSR routing protocol using K-medoids clustering method in MANETs | 2017 | 🔗 View |
| Enhanced multi-point relay selection based on fuzzy logic | 2016 | 🔗 View |
| Adaptive fuzzy mobility for delay and throughput sensitive traffic in Ad Hoc networks | 2012 | 🔗 View |
| AODV protocol behavior based on H.264 multiservice traffic | 2012 | 🔗 View |
| Traffic multiservice based performance analysis of OLSR and AODV protocols for mobile ad hoc networks | 2011 | 🔗 View |
| Evaluation of impact of traffic VBR and mobility on the performance of AODV routing protocols in mobile ad hoc networks | 2011 | 🔗 View |
| Throughput-delay optimisation with adaptive method in wireless ad hoc network | 2010 | 🔗 View |