8 search results - page 1 / 2 » Graph Regularized Transductive Classification on Heterogeneo... |
PKDD
2010
Springer
13 years 2 months ago
2010
Springer
A heterogeneous information network is a network composed of multiple types of objects and links. Recently, it has been recognized that strongly-typed heterogeneous information net...
ICDM
2010
IEEE
13 years 2 months ago
2010
IEEE
The growth of the web has directly influenced the increase in the availability of relational data. One of the key problems in mining such data is computing the similarity between o...
BMCBI
2010
13 years 4 months ago
2010
Background: Extensive and automated data integration in bioinformatics facilitates the construction of large, complex biological networks. However, the challenge lies in the inter...
JMLR
2010
2010
Predicting the functions of proteins in Protein-Protein Interaction networks from global information
12 years 11 months ago
In this work we present a novel approach to predict the function of proteins in protein-protein interaction (PPI) networks. We classify existing approaches into inductive and tran...
SDM
2008
SIAM
13 years 6 months ago
2008
SIAM
Transductive inference on graphs such as label propagation algorithms is receiving a lot of attention. In this paper, we address a label propagation problem on multiple networks a...