An improved multi-class spectral clustering based on normalized cuts

DH Peluffo-Ordónez, CD Acosta-Medina… - … Congress on Pattern …, 2012 - Springer
In this work, we present an improved multi-class spectral clustering (MCSC) that represents
an alternative to the standard k-way normalized clustering, avoiding the use of an iterative …

A Simple Hybrid Method for Semi-Supervised Learning

HC Ahumada, PM Granitto - … 2012, Buenos Aires, Argentina, September 3 …, 2012 - Springer
We introduce and describe the Hybrid Semi-Supervised Method (HSSM) for learning. This is
the first hybrid method aimed to solve problems with both labeled and unlabeled data. The …