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Young Im Cho

70 works

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

  1. Effective Methods of Categorical Data Encoding for Artificial Intelligence Algorithms

    Furkat Bolikulov, Rashid Nasimov, Akbar Rashidov +2

    ArticleMultidisciplinary Science and Engineering ResearchMathematics202420 citations
    ABI

  2. Fire Detection and Notification Method in Ship Areas Using Deep Learning and Computer Vision Approaches

    Kuldoshbay Avazov, Muhammad Kafeel Jamil, Bahodir Muminov +2

    ArticleFire Detection and Safety SystemsSensors202313 citations
    ABI

  3. A YOLOv6-Based Improved Fire Detection Approach for Smart City Environments

    Saydirasulov Norkobil Saydirasulovich, Akmalbek Abdusalomov, Muhammad Kafeel Jamil +3

    ArticleFire Detection and Safety SystemsSensors202312 citations
    ABI

  4. Real-Time Deep Learning-Based Drowsiness Detection: Leveraging Computer-Vision and Eye-Blink Analyses for Enhanced Road Safety

    Furkat Safarov, Farkhod Akhmedov, Akmalbek Abdusalomov +2

    ArticleSleep and Work-Related FatigueSensors202312 citations
    ABI

  5. Improvement of the end-to-end scene text recognition method for “text-to-speech” conversion

    Fazliddin Makhmudov, Mukhriddin Mukhiddinov, Akmalbek Abdusalomov +3

    ArticleHandwritten Text Recognition TechniquesInternational Journal of Wavelets Multiresolution and Information Processing202012 citations
    ABI

  6. Deep Learning Recommendations of E-Education Based on Clustering and Sequence

    Furkat Safarov, Alpamis Kutlimuratov, Akmalbek Abdusalomov +2

    ArticleRecommender Systems and TechniquesElectronics202312 citations
    ABI

  7. Efficient image classification through collaborative knowledge distillation: A novel AlexNet modification approach

    Avazov Kuldashboy, Sabina Umirzakova, Sharofiddin Allaberdiev +3

    ArticleAdvanced Neural Network ApplicationsHeliyon202411 citations
    ABI

  8. New Approach for Generating Synthetic Medical Data to Predict Type 2 Diabetes

    Zarnigor Tagmatova, Akmalbek Abdusalomov, Rashid Nasimov +3

    ArticleArtificial Intelligence in HealthcareBioengineering202310 citations
    ABI

  9. 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

  10. An Improved Wildfire Smoke Detection Based on YOLOv8 and UAV Images

    Saydirasulov Norkobil Saydirasulovich, Mukhriddin Mukhiddinov, Oybek Djuraev +2

    ArticleFire Detection and Safety SystemsSensors20238 citations
    ABI

  11. Improved Agricultural Field Segmentation in Satellite Imagery Using TL-ResUNet Architecture

    Furkat Safarov, Kuchkorov Temurbek, Djumanov Jamoljon +4

    ArticleRemote-Sensing Image ClassificationSensors20228 citations
    ABI

  12. A Novel Approach for State of Health Estimation of Lithium-Ion Batteries Based on Improved PSO Neural Network Model

    Rashid Nasimov, Deepak Kumar, M. Rizwan +3

    ArticleAdvanced Battery Technologies ResearchProcesses20248 citations
    ABI

  13. Optimizing Smart Home Intrusion Detection With Harmony-Enhanced Extra Trees

    Akmalbek Abdusalomov, Dusmurod Kilichev, Rashid Nasimov +2

    ArticleNetwork Security and Intrusion DetectionIEEE Access20247 citations
    ABI

  14. A Hyper-Attentive Multimodal Transformer for Real-Time and Robust Facial Expression Recognition

    Zarnigor Tagmatova, Sabina Umirzakova, Alpamis Kutlimuratov +2

    ArticleEmotion and Mood RecognitionApplied Sciences20256 citations
    ABI

  15. Forest Fire Detection and Notification Method Based on AI and IoT Approaches

    Kuldoshbay Avazov, An Eui Hyun, A. S. +3

    ArticleFire Detection and Safety SystemsFuture Internet20236 citations
    ABI

  16. Dynamic Focus on Tumor Boundaries: A Lightweight U-Net for MRI Brain Tumor Segmentation

    Kuldashboy Avazov, Sanjar Mirzakhalilov, Sabina Umirzakova +2

    ArticleBrain Tumor Detection and ClassificationBioengineering20245 citations
    ABI

  17. Enhancing Automated Brain Tumor Detection Accuracy Using Artificial Intelligence Approaches for Healthcare Environments

    Akmalbek Abdusalomov, Mekhriddin Rakhimov, Jakhongir Karimberdiyev +2

    ArticleBrain Tumor Detection and ClassificationBioengineering20244 citations
    ABI

  18. Optimized Lightweight Architecture for Coronary Artery Disease Classification in Medical Imaging

    Akmalbek Abdusalomov, Sanjar Mirzakhalilov, Sabina Umirzakova +4

    ArticleRetinal Imaging and AnalysisDiagnostics20254 citations
    ABI

  19. Fire and Smoke Detection in Complex Environments

    Furkat Safarov, Shakhnoza Muksimova, Misirov Kamoliddin +1

    ArticleFire Detection and Safety SystemsFire20244 citations
    ABI

  20. Advanced Object Detection for Maritime Fire Safety

    Fazliddin Makhmudov, Sabina Umirzakova, Alpamis Kutlimuratov +2

    ArticleFire Detection and Safety SystemsFire20244 citations
    ABI

  21. Explainable Lightweight Block Attention Module Framework for Network-Based IoT Attack Detection

    Furkat Safarov, Mainak Basak, Rashid Nasimov +2

    ArticleNetwork Security and Intrusion DetectionFuture Internet20234 citations
    ABI

  22. 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

  23. Real-Time Fatigue Detection Algorithms Using Machine Learning for Yawning and Eye State

    Fazliddin Makhmudov, Dilmurod Turimov, Munis Xamidov +2

    ArticleErgonomics and Musculoskeletal DisordersSensors20243 citations
    ABI

  24. 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

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

    Shakhnoza Muksimova, Sabina Umirzakova, Khusanboy Shoraimov +2

    ArticleAI in cancer detectionCancers20243 citations
    ABI