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Shakhnoza Muksimova

33 works

Department of IT Convergence Engineering, Gachon University, Sujeong-gu, Seongnam-si 461-701, Gyeonggi-do, Korea

  1. Novel Video Surveillance-Based Fire and Smoke Classification Using Attentional Feature Map in Capsule Networks

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +1

    ArticleFire Detection and Safety SystemsSensors20219 citations
    ABI

  2. Fire and Smoke Detection in Complex Environments

    Furkat Safarov, Shakhnoza Muksimova, Misirov Kamoliddin +1

    ArticleFire Detection and Safety SystemsFire20244 citations
    ABI

  3. Cross-Modal Transformer-Based Streaming Dense Video Captioning with Neural ODE Temporal Localization

    Shakhnoza Muksimova, Sabina Umirzakova, Murodjon Sultanov +1

    ArticleMultimodal Machine Learning ApplicationsSensors20254 citations
    ABI

  4. MIRA-CAP: Memory-Integrated Retrieval-Augmented Captioning for State-of-the-Art Image and Video Captioning

    Sabina Umirzakova, Shakhnoza Muksimova, Sevara Mardieva +2

    ArticleMultimodal Machine Learning ApplicationsSensors20243 citations
    ABI

  5. Novelty Classification Model Use in Reinforcement Learning for Cervical Cancer

    Shakhnoza Muksimova, Sabina Umirzakova, Khusanboy Shoraimov +2

    ArticleAI in cancer detectionCancers20243 citations
    ABI

  6. Deep Encoder-Decoder Network-based Wildfire Segmentation and Detection Using Drone Images in Real Time

    Shakhnoza Muksimova, Sevara Mardieva, Young Im Cho

    PreprintFire Detection and Safety SystemsResearch Square20223 citations
    ABI

  7. MBGPIN: Multi-Branch Generative Prior Integration Network for Super-Resolution Satellite Imagery

    Furkat Safarov, Ugiloy Khojamuratova, Misirov Komoliddin +3

    ArticleAdvanced Image Processing TechniquesRemote Sensing20253 citations
    ABI

  8. Force Map-Enhanced Segmentation of a Lightweight Model for the Early Detection of Cervical Cancer

    Sabina Umirzakova, Shakhnoza Muksimova, Jushkin Baltayev +1

    ArticleAI in cancer detectionDiagnostics20252 citations
    ABI

  9. Simplified Knowledge Distillation for Deep Neural Networks Bridging the Performance Gap with a Novel Teacher–Student Architecture

    Sabina Umirzakova, Mirjamol Abdullaev, Sevara Mardieva +2

    ArticleOnline Learning and AnalyticsElectronics20242 citations
    ABI

  10. Lightweight Deep Learning Model for Fire Classification in Tunnels

    Shakhnoza Muksimova, Sabina Umirzakova, Jushkin Baltayev +1

    ArticleFire Detection and Safety SystemsFire20252 citations
    ABI

  11. Revolutionizing Wildfire Detection Through UAV-Driven Fire Monitoring with a Transformer-Based Approach

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +2

    ArticleFire Detection and Safety SystemsFire20241 citations
    ABI

  12. A lightweight attention-driven YOLOv5m model for improved brain tumor detection

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +3

    ArticleBrain Tumor Detection and ClassificationComputers in Biology and Medicine20251 citations
    ABI

  13. Lightweight Fire Detection in Tunnel Environments

    Shakhnoza Muksimova, Sabina Umirzakova, Dilnoza Abduxalikovna Babaraximova +1

    ArticleFire Detection and Safety SystemsFire20251 citations
    ABI

  14. High-resolution segmentation of brain tumors based on MRI images using a hybrid deep learning approach

    Furkat Bolikulov, Kudratjon Zohirov, Latif Xuramov +3

    ArticleBrain Tumor Detection and ClassificationBiomedical Signal Processing and Control20261 citations
    ABI

  15. Lightweight Transformer with Adaptive Rotational Convolutions for Aerial Object Detection

    Sabina Umirzakova, Shakhnoza Muksimova, Abrayeva Mahliyo Olimjon Qizi +1

    ArticleInfrared Target Detection MethodologiesApplied Sciences20251 citations
    ABI

  16. Optimizing Fire Scene Analysis: Hybrid Convolutional Neural Network Model Leveraging Multiscale Feature and Attention Mechanisms

    Shakhnoza Muksimova, Sabina Umirzakova, Mirjamol Abdullaev +1

    ArticleFire Detection and Safety SystemsFire20241 citations
    ABI

  17. Multi-Modal Fusion and Longitudinal Analysis for Alzheimer’s Disease Classification Using Deep Learning

    Shakhnoza Muksimova, Sabina Umirzakova, Jushkin Baltayev +1

    ArticleMachine Learning in HealthcareDiagnostics20250 citations
    ABI

  18. RL-Cervix.Net: A Hybrid Lightweight Model Integrating Reinforcement Learning for Cervical Cell Classification

    Shakhnoza Muksimova, Sabina Umirzakova, Jushkin Baltayev +1

    ArticleAI in cancer detectionDiagnostics20250 citations
    ABI

  19. Advanced convolutional neural network with attention mechanism for Alzheimer's disease classification using MRI

    Shakhnoza Muksimova, Sabina Umirzakova, Nargiza Iskhakova +2

    ArticleBrain Tumor Detection and ClassificationComputers in Biology and Medicine20250 citations
    ABI

  20. A Unified Transformer Model for Simultaneous Cotton Boll Detection, Pest Damage Segmentation, and Phenological Stage Classification from UAV Imagery

    Sabina Umirzakova, Shakhnoza Muksimova, Abror Shavkatovich Buriboev +2

    ArticleSmart Agriculture and AIDrones20250 citations
    ABI

  21. GazeCapsNet: A Lightweight Gaze Estimation Framework

    Shakhnoza Muksimova, Yakhyokhuja Valikhujaev, Sabina Umirzakova +2

    ArticleGaze Tracking and Assistive TechnologySensors20250 citations
    ABI

  22. Lightweight Evolving U-Net for Next-Generation Biomedical Imaging

    Furkat Safarov, Ugiloy Khojamuratova, Misirov Komoliddin +5

    ArticleAI in cancer detectionDiagnostics20250 citations
    ABI

  23. Iterative contextual and adaptive strategies for enhanced monocular depth estimation

    Sabina Umirzakova, Sevara Mardieva, Shakhnoza Muksimova +2

    ArticleAdvanced Vision and ImagingEngineering Applications of Artificial Intelligence20250 citations
    ABI

  24. Advanced Insect Detection Network for UAV-Based Biodiversity Monitoring

    Halimjon Khujamatov, Shakhnoza Muksimova, Mirjamol Abdullaev +2

    ArticleSmart Agriculture and AIRemote Sensing20250 citations
    ABI

  25. Empowering Smallholder Farmers with UAV-Based Early Cotton Disease Detection Using AI

    Halimjon Khujamatov, Shakhnoza Muksimova, Mirjamol Abdullaev +3

    ArticleSmart Agriculture and AIDrones20250 citations
    ABI