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6 works

Work: Modelling and Control of Dynamic Systems Using Gaussian Process Models

  1. Synthesis Algorithms for Neural Network Regulator of Dynamic System Control

    A. N. Yusupbekov, Jasur Sevinov, Uktam Mamirov +1

    ChapterAdvanced Research in Systems and Signal ProcessingAdvances in intelligent systems and computing202111 citations
    ABI

  2. 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

  3. Stochastic Approach for System Identification using Machine Learning

    Shokhjakhon Abdufattokhov, Behzod Muhiddinov

    ArticleGaussian Processes and Bayesian Inference20194 citations
    ABI

  4. 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

  5. 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

  6. 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