Learning with fractional orthogonal ...
Rad, Jamal Amani.

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  • Learning with fractional orthogonal kernel classifiers in support vector machines = theory, algorithms and applications /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Learning with fractional orthogonal kernel classifiers in support vector machines/ edited by Jamal Amani Rad, Kourosh Parand, Snehashish Chakraverty.
    其他題名: theory, algorithms and applications /
    其他作者: Rad, Jamal Amani.
    出版者: Singapore :Springer Nature Singapore : : 2023.,
    面頁冊數: xiv, 305 p. :ill., digital ;24 cm.
    內容註: Introduction to SVM -- Basics of SVM Method and Least Squares SVM -- Fractional Chebyshev Kernel Functions: Theory and Application -- Fractional Legendre Kernel Functions: Theory and Application -- Fractional Gegenbauer Kernel Functions: Theory and Application -- Fractional Jacobi Kernel Functions: Theory and Application -- Solving Ordinary Differential Equations by LS-SVM -- Solving Partial Differential Equations by LS-SVM -- Solving Integral Equations by LS-SVR -- Solving Distributed-Order Fractional Equations by LS-SVR -- GPU Acceleration of LS-SVM, Based on Fractional Orthogonal Functions -- Classification Using Orthogonal Kernel Functions: Tutorial on ORSVM Package.
    Contained By: Springer Nature eBook
    標題: Support vector machines. -
    電子資源: https://doi.org/10.1007/978-981-19-6553-1
    ISBN: 9789811965531
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