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Ammar Muthanna

17 works

Department of Applied Probability and Informatics, Peoples’ Friendship University of Russia (RUDN University), Moscow, Russia

  1. MULTINET: A Multi-Agent DRL and EfficientNet Assisted Framework for 3D Plant Leaf Disease Identification and Severity Quantification

    Samia Allaoua Chelloug, Reem Alkanhel, Mohammed Saleh Ali Muthanna +2

    ArticleSmart Agriculture and AIIEEE Access20237 citations
    ABI

  2. Autonomous Vehicle Traffic Rate Prediction in Dense Networks: A Deep Learning Approach

    Ahmed R. Abdellah, Ammar Muthanna, Andrey Koucheryavy +1

    ArticleTraffic Prediction and Management Techniques20244 citations
    ABI

  3. MSCPNet: A Multi-Scale Convolutional Pooling Network for Maize Disease Classification

    Mehdhar S. A. M. Al-Gaashani, Reem Alkanhel, Muthana Ali Salem Ali +3

    ArticleSmart Agriculture and AIIEEE Access20251 citations
    ABI

  4. Privacy-preserving federated UAV data collection framework for autonomous path optimization in maritime operations

    Wei Min, Mohammed Saleh Ali Muthanna, Maha Ibrahim +3

    ArticleRobotic Path Planning AlgorithmsApplied Soft Computing20251 citations
    ABI

  5. Intelligent Resource Allocation Using an Artificial Ecosystem Optimizer with Deep Learning on UAV Networks

    Ahsan Rafiq, Reem Alkanhel, Mohammed Saleh Ali Muthanna +3

    ArticleUAV Applications and OptimizationDrones20231 citations
    ABI

  6. Secured Reliable Communication Through Authentication and Optimal Relay Selection in Blockchain Enabled Cellular IoT Networks

    Samia Allaoua Chelloug, Reem Alkanhel, Ahmed Aziz +2

    ArticleUAV Applications and OptimizationIEEE Access20230 citations
    ABI

  7. Convolutional Neural Network Based Deep Neural Network Model for Electrocardiogram Records Classification

    Ahmed Mahmood Khudhur, Mohammed Hasan Alwan, Qayssar Al Omairi +5

    ArticleECG Monitoring and Analysis20230 citations
    ABI

  8. Various Modulation Types Classification on the Air by Convolutional Neural Network

    Yousif I. Hammadi, Mokhalad Abdulameer Kadhim Alsaeedi, Omar Abdulkareem Mahmood +4

    ArticleWireless Signal Modulation Classification20230 citations
    ABI

  9. Intelligence serverless computing system for telepresence services

    Zahraa Al-Kerea, Hussein Yasir, Olga Vorozheykina +2

    ArticleIoT and Edge/Fog Computing20240 citations
    ABI

  10. Hybrid traffic Offloading method for distributed edge computing in 6G networks

    Zahraa Al-Kerea, Hussein Yasir, Tatyana Lapteva +3

    ArticleIoT and Edge/Fog Computing20240 citations
    ABI

  11. The Decentralized Service based on Spatial Clustering

    Alsarhan Mohammed Qahtan, Abdukodir Khakimov, Ammar Muthanna +1

    ArticleHuman Mobility and Location-Based Analysis20240 citations
    ABI

  12. Holographic Images Delivery Model Toward 6G Telepresence Services

    Daniil Svechnikov, Roman Dunaytsev, Ammar Muthanna +1

    ChapterIoT and Edge/Fog ComputingLecture notes in computer science20240 citations
    ABI

  13. Service Migration Algorithm for Distributed Edge Computing in 5G/6G Networks

    Константин Александрович Кузнецов, Ekaterina Kuzmina, Tatiana Lapteva +3

    ChapterIoT and Edge/Fog ComputingLecture notes in computer science20240 citations
    ABI

  14. A Multi-Scale Deep Learning Framework Combining MobileViT-ECA and LSTM for Accurate ECG Analysis

    Abduljabbar S. Ba Mahel, Mehdhar S. A. M. Al-Gaashani, Reem Alkanhel +4

    ArticleECG Monitoring and AnalysisIEEE Access20250 citations
    ABI

  15. Enhancing Hajj and Umrah Services Through Predictive Social Media Classification

    Samia Allaoua Chelloug, Mohammed Saleh Ali Muthanna, Faisal Jamil +4

    ArticleIslamic Finance and Banking StudiesIEEE Access20250 citations
    ABI

  16. Generative AI-driven reinforcement learning for beamforming and scheduling in multi-cell MIMO-NOMA systems

    Abuzar B. M. Adam, Elhadj Moustapha Diallo, Mohammed Saleh Ali Muthanna +3

    ArticleAdvanced Wireless Communication TechnologiesPhysical Communication20250 citations
    ABI

  17. A New Challenges of Mirror Worlds: Network, cloud resources and energy issue

    Mai Cong Huong, Artem Volkov, Dang Van Thang +3

    ArticleAugmented Reality Applications20250 citations
    ABI