In the paper, we study the theory of support vector machine and the using for linear and nonlinear classification of data. And we also used the notion of generalized support vector machine for data classifications. We show that the problem of generalized support vector machine is equivalent to the problem of generalized variational inequality and establish various results for the existence of solutions.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Data classification with support vector machine and generalized support vector machine


    Beteiligte:
    Qi, Xiaomin (Autor:in) / Silvestrov, Sergei (Autor:in) / Nazir, Talat (Autor:in) / Sivasundaram, Seenith (Herausgeber:in)

    Kongress:

    ICNPAA 2016 WORLD CONGRESS: 11th International Conference on Mathematical Problems in Engineering, Aerospace and Sciences ; 2016 ; La Rochelle, France


    Erschienen in:

    Erscheinungsdatum :

    27.01.2017


    Format / Umfang :

    9 pages





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Support Vector Machine basierte Zustandsbestimmung

    Louen, Chris Jan | Springer Verlag | 2016


    Robust proximal support vector machine

    Yun, L. / Fagen, T. / Guangyan, L. | British Library Online Contents | 2007


    Support Vector Machine Applied to Road Traffic Event Classification

    Blaszke Maciej / Kostek Bozena | DOAJ | 2018

    Freier Zugriff

    Support Vector Machine for Information Retrieval

    Xiaofeng, L. / Nanning, Z. / Songfeng, Z. | British Library Online Contents | 2003


    Auto-correlation wavelet support vector machine

    Chen, G. Y. / Dudek, G. | British Library Online Contents | 2009