Search Results - "Gaussian process regression algorithm"

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  1. 1

    Hybrid Control Scheme of a Hydraulically Actuated Lower Extremity Exoskeleton for Load-Carrying by Long, Yi, Du, Zhi-jiang, Chen, Chao-feng, Wang, Wei-dong, He, Long, Mao, Xi-wang, Xu, Guo-qiang, Zhao, Guang-yu, Dong, Wei

    ISSN: 0921-0296, 1573-0409
    Published: Dordrecht Springer Netherlands 01.09.2018
    Published in Journal of intelligent & robotic systems (01.09.2018)
    “… In the position control, an online Gaussian process regression algorithm is proposed to estimate…”
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    Journal Article
  2. 2

    On Data-driven Attack-resilient Gaussian Process Regression for Dynamic Systems by Kim, Hunmin, Guo, Pinyao, Zhu, Minghui, Liu, Peng

    ISSN: 2378-5861
    Published: AACC 01.07.2020
    “… We propose a new learning algorithm by incorporating our recently developed unknown input and state estimation technique into the Gaussian process regression algorithm…”
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    Conference Proceeding
  3. 3

    Prediction of Subjective Refraction From Anterior Corneal Surface, Eye Lengths, and Age Using Machine Learning Algorithms by Espinosa, Julián, Pérez, Jorge, Villanueva, Asier

    ISSN: 2164-2591, 2164-2591
    Published: United States The Association for Research in Vision and Ophthalmology 01.04.2022
    Published in Translational vision science & technology (01.04.2022)
    “… A neighborhood component analysis provided features' normalized weights in predictions. Gaussian process regression algorithms provided the best models with mean absolute errors of around 1.00 diopters (D…”
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    Journal Article