5 search results - page 1 / 1 » Recommendation as link prediction: a graph kernel-based mach... |
JCDL
2009
ACM
13 years 11 months ago
2009
ACM
CORR
2010
Springer
13 years 4 months ago
2010
Springer
Predicting the occurrence of links is a fundamental problem in networks. In the link prediction problem we are given a snapshot of a network and would like to infer which interact...
ICML
2009
IEEE
14 years 5 months ago
2009
IEEE
We present a unified framework for learning link prediction and edge weight prediction functions in large networks, based on the transformation of a graph's algebraic spectru...
BMCBI
2008
13 years 4 months ago
2008
Background: Automated extraction of protein-protein interactions (PPI) is an important and widely studied task in biomedical text mining. We propose a graph kernel based approach ...
WWW
2010
ACM
13 years 11 months ago
2010
ACM
Recommender systems are an important component of many websites. Two of the most popular approaches are based on matrix factorization (MF) and Markov chains (MC). MF methods learn...