Supervised neighborhood graph construction for semi-supervised classification

DOI10.1016/J.PATCOG.2011.09.001zbMath1231.68218OpenAlexW2076786123MaRDI QIDQ663360

Mohammad Hossein Rohban, Hamid R. Rabiee

Publication date: 14 February 2012

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2011.09.001

zbMATH Keywords

graph-based semi-supervised learningmanifold assumptionneighborhood graph construction

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Graph theory (including graph drawing) in computer science (68R10) Pattern recognition, speech recognition (68T10)

Related Items (4)

Variants of k-regular nearest neighbor graph and their construction ⋮ A second order cone programming approach for semi-supervised learning ⋮ Link-aware semi-supervised hypergraph ⋮ A comparative study: globality versus locality for graph construction in discriminant analysis

Uses Software

• AFGen

Cites Work

• Learning with $\ell ^{1}$-graph for image analysis
• Unnamed Item

This page was built for publication: Supervised neighborhood graph construction for semi-supervised classification