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Shokhjakhon Abdufattokhov

16 works

Computer Engineering, Tashkent University of Information Technologies, Tashkent, Uzbekistan

  1. Probabilistic Approach for System Identification using Machine Learning

    Shokhjakhon Abdufattokhov, Behzod Muhiddinov

    ArticleGaussian Processes and Bayesian Inference2019 International Conference on Information Science and Communications Technologies (ICISCT)20197 citations
    ABI

  2. Stochastic Approach for System Identification using Machine Learning

    Shokhjakhon Abdufattokhov, Behzod Muhiddinov

    ArticleGaussian Processes and Bayesian Inference20194 citations
    ABI

  3. Gaussian Processes Regression based Energy System Identification of Manufacturing Process for Model Predictive Control

    Shokhjakhon Abdufattokhov, Kamila Ibragimova, Dilfuza Gulyamova +58

    ArticleFault Detection and Control SystemsInternational Journal of Emerging Trends in Engineering Research20204 citations
    ABI

  4. The Applicability of Machine Learning Algorithms in Predictive Modeling for Sustainable Energy Management

    Shokhjakhon Abdufattokhov, Kamila Ibragimova, Dilfuza Gulyamova

    ChapterSolar Radiation and PhotovoltaicsLecture notes on data engineering and communications technologies20223 citations
    ABI

  5. A pragmatic and reproducible framework for real-time ore sorting in open-pit mining using a lightweight edge-deployed YOLO model

    Sherzod Zairov, Azamat Umirzokov, Shokhjakhon Abdufattokhov +7

    ArticleMineral Processing and GrindingJournal of Engineering and Applied Science20261 citations
    ABI

  6. Artificial Neural Networks Based Predictive Model For Detecting The Early-Stage Diabetes

    Shokhjakhon Abdufattokhov, Nodira Normatova, Makhbuba Shermatova

    ArticleArtificial Intelligence in HealthcareJournal of Artificial Intelligence Machine Learning and Neural Network20221 citations
    ABI

  7. Attack prevention in IoT through hybrid optimization mechanism and deep learning framework

    Regonda Nagaraju, Jupeth Pentang, Shokhjakhon Abdufattokhov +3

    ArticleAdvanced Malware Detection TechniquesMeasurement Sensors20220 citations
    ABI

  8. Stochastic Learning of Energy System for Data-Driven Control in Manufacturing Process

    Shokhjakhon Abdufattokhov

    ArticleNeural Networks and ApplicationsZenodo (CERN European Organization for Nuclear Research)20220 citations
    ABI

  9. Predictive and probabilistic modelling using machine learning for building indoor climate control

    Shokhjakhon Abdufattokhov, Nurilla Mahamatov, Kamila Ibragimova +1

    ArticleBuilding Energy and Comfort OptimizationIndonesian Journal of Electrical Engineering and Computer Science20220 citations
    ABI

  10. Supervisory optimal control using machine learning for building thermal comfort

    Shokhjakhon Abdufattokhov, Nurilla Mahamatov, Kamila Ibragimova +2

    ArticleBuilding Energy and Comfort OptimizationBadania Operacyjne i Decyzje/Operations Research and Decisions20220 citations
    ABI

  11. Artificial Neural Networks Based Predictive Model for Detecting the Early-Stage Diabetes

    Shokhjakhon Abdufattokhov, Nodira Normatova, Makhbuba Shermatova

    ArticleArtificial Intelligence in HealthcareJournal of Artificial Intelligence Machine Learning and Neural Network20230 citations
    ABI

  12. Enhancing Supply Chain Management Efficiency: A Data-Driven Approach using Predictive Analytics and Machine Learning Algorithms

    Shamrao Parashram Ghodake, Vinod Ramchandra Malkar, Kathari Santosh +3

    ArticleBig Data and Business IntelligenceInternational Journal of Advanced Computer Science and Applications20240 citations
    ABI

  13. Enhancing Diabetes Management: A Hybrid Adaptive Machine Learning Approach for Intelligent Patient Monitoring in e-Health Systems

    Sushil Dohare, K. Deeba, Laxmi Pamulaparthy +4

    ArticleArtificial Intelligence in HealthcareInternational Journal of Advanced Computer Science and Applications20240 citations
    ABI

  14. Optimization of Neural Networks using Swarm Intelligence Techniques for Achieving Energy Efficiency in Smart Building Architecture

    M. Karthick Raja, Makhbuba Shermatova, Mohammed Saleh Al Ansari +3

    ArticleAir Quality Monitoring and Forecasting20240 citations
    ABI

  15. A Photonics-Enabled Framework for Intelligent Variable Traffic Sign Recognition and Anomaly Detection

    Ryum-Duck Oh, Mirjalol Fayzullaev, Shokhjakhon Abdufattokhov

    ArticleAdvanced Neural Network Applications20250 citations
    ABI

  16. Optimizing Residential Energy Consumption Through Predictive Demand Side Management Using IoT and Edge Computing

    Joel Osei-Asiamah, Shokhjakhon Abdufattokhov, Vishakha D Bhandarkar +3

    ArticleSmart Grid Energy Management20260 citations
    ABI