Electronics Optics & Control, Volume. 28, Issue 5, 42(2021)

A Compound Identification Method Based on Weighted Least Square Support Vector Machine

MA Congjun1... WANG Haipeng2, ZHANG Xu2, ZHAO Tao1, XIANG Guofei1 and DIAN Songyi1 |Show fewer author(s)
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    References(8)

    [2] [2] FATTAHI S, SOJOUDI S.Data-driven sparse system identification[C]//The 56th Annual Allerton Conference on Communication, Control, and Computing, IEEE, 2018:462-469.

    [3] [3] SCHOUKENS J, VAES M, PINTELON R.Linear system identification in a nonlinear setting:nonparametric analysis of the nonlinear distortions and their impact on the best linear approximation[J].IEEE Control Systems, 2016, 36(3):38-69.

    [4] [4] YU C, WANG Q G, ZHANG D, et al.System identification in presence of outliers[J].IEEE Transactions on Cybernetics, 2015, 46(5):1202-1216.

    [5] [5] KHATIBISEPEHR S, HUANG B.A Bayesian approach to robust process identification with ARX models[J].AIChE Journal, 2013, 59(3): 845-859.

    [6] [6] YU J.A Bayesian inference based two-stage support vector regression framework for soft sensor development in batch bioprocesses[J].Computers & Chemical Engineering, 2012, 41:134-144.

    [7] [7] KO C N.Identification of nonlinear systems with outliers using wavelet neural networks based on annealing dynamical learning algorithm[J].Engineering Applications of Artificial Intelligence, 2012, 25(3):533-543.

    [8] [8] SUYKENS J A K, VAN GESTEL T, DE BRABANTER J, et al.Least squares support vector machines[M].Singapore:World Scientific, 2002.

    [12] [12] XU Q F, ZHANG J X, JIANG C X, et al.Weighted quantile regression via support vector machine[J].Expert Systems with Applications, 2015, 42(13):5441-5451.

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    MA Congjun, WANG Haipeng, ZHANG Xu, ZHAO Tao, XIANG Guofei, DIAN Songyi. A Compound Identification Method Based on Weighted Least Square Support Vector Machine[J]. Electronics Optics & Control, 2021, 28(5): 42

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    Paper Information

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    Received: Apr. 3, 2020

    Accepted: --

    Published Online: May. 14, 2021

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2021.05.010

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