On Kernel Methods for Relational Learning.

Chad M. Cumby Dan Roth

Published in: ICML (2003)

Keyphrases

kernel methods
relational learning
learning problems
inductive logic programming
machine learning
relational data

information extraction
kernel function
support vector machine
statistical relational learning
learning tasks
support vector

kernel matrix
feature space
phase transition
gaussian processes
multiple kernel learning
prior knowledge

training set
metadata
learning algorithm
graph kernels
information retrieval