Stochastic approximation algorithms for support vector machines semi-supervised binary classification

In this paper,we consider the problem of semi-supervisedbinary classificationby Support Vector Machines (SVM). This problem is explored as an unconstrained and non-smooth optimization task when part of the available data is unlabelled. We apply non-smooth optimization techniques to classification pr...

Popoln opis

Bibliografske podrobnosti

Glavni avtor:	Vaida Bartkutė-Norkūnienė
Format:	Artigo
Jezik:	Inglês
Izdano:	Vilnius University Press 2008-12-01
Serija:	Lietuvos Matematikos Rinkinys
Teme:	support vector machine semi-supervised classification stochastic approximation
Online dostop:	https://www.journals.vu.lt/LMR/article/view/18114
Oznake:	Označite Brez oznak, prvi označite!