Search Results - "Gaussian process regression algorithm"
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Hybrid Control Scheme of a Hydraulically Actuated Lower Extremity Exoskeleton for Load-Carrying
ISSN: 0921-0296, 1573-0409Published: Dordrecht Springer Netherlands 01.09.2018Published 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 -
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On Data-driven Attack-resilient Gaussian Process Regression for Dynamic Systems
ISSN: 2378-5861Published: AACC 01.07.2020Published in Proceedings of the American Control Conference (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 -
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Prediction of Subjective Refraction From Anterior Corneal Surface, Eye Lengths, and Age Using Machine Learning Algorithms
ISSN: 2164-2591, 2164-2591Published: United States The Association for Research in Vision and Ophthalmology 01.04.2022Published 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