New approaches for semi-supervised learning

• Grant number: 08/06739-0
• Support Opportunities: Scholarships in Brazil - Doctorate
• Start date: January 01, 2010
• End date: July 31, 2011
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Principal Investigator: Maria Carolina Monard
• Grantee: Jean Metz
• Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil

Abstract

The overall goal of this research is to explore semi-supervised learning algorithms and to findconstraints in such a way that it is possible to classify, with high confidence, a subset of examplesfrom the pool of unlabelled examples.

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

METZ, Jean. Multi-label and hierarchical semi-supervised learning approaches. 2011. Doctoral Thesis - Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC/SB) São Carlos.