• closedAccess   Semi-supervised classification by probabilistic relaxation 

      Pla, Filiberto; Martínez Sotoca, José; Martínez Usó, Adolfo; Anaya Sánchez, Henry (2012-10-24)
      In this paper, a semi-supervised approach based on probabilistic relaxation theory is presented. It combines two desirable properties; firstly, a very small number of labelled samples is needed and, secondly, the assignment ...
    • closedAccess   Semi-supervised probabilistic relaxation for image segmentation 

      Martínez Usó, Adolfo; Martínez Sotoca, José; Pla, Filiberto; Anaya Sánchez, Henry Springer-Verlag (2011)
      In this paper, a semi-supervised approach based on probabilistic relaxation theory is presented. Focused on image segmentation, the presented technique combines two desirable properties; a very small number of labelled ...