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Published in 2019 at "Journal of Process Control"
DOI: 10.1016/j.jprocont.2019.03.015
Abstract: Abstract The paper considers the recursive identification of nonlinear (Hammerstein) model in the presence of outliers. In this model the nonlinear part is a polynomial of a known order in the input and linear part…
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Keywords:
recursive identification;
presence outliers;
identification;
shown robust ... See more keywords
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Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.07.011
Abstract: In this paper, we consider sequential online prediction (SOP) for streaming data in the presence of outliers and change points. We propose an INstant TEmporal structure Learning (INTEL) algorithm to address this problem. Our INTEL…
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Keywords:
temporal structure;
online prediction;
change points;
presence outliers ... See more keywords
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Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3203807
Abstract: Traditional forward-looking imaging methods of real aperture radar yield unsatisfactory performance in the presence of outliers. In this article, a method based on variational Bayesian (VB) is proposed to obtain forward-looking imaging in the presence…
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Keywords:
aperture radar;
looking imaging;
real aperture;
forward looking ... See more keywords