1854 search results - page 86 / 371 » On Kernel Methods for Relational Learning |
120
click to vote
NIPS
2008
15 years 4 months ago
2008
Kernel supervised learning methods can be unified by utilizing the tools from regularization theory. The duality between regularization and prior leads to interpreting regularizat...
142
click to vote
BIOINFORMATICS
2005
15 years 3 months ago
2005
Motivation: Remote homology detection between protein sequences is a central problem in computational biology. Supervised learning algorithms based on support vector machines are ...
120
click to vote
ACL
2007
15 years 4 months ago
2007
A minimally supervised machine learning framework is described for extracting relations of various complexity. Bootstrapping starts from a small set of n-ary relation instances as...
132
click to vote
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
This paper introduces an approach for identifying predictive structures in relational data using the multiple-instance framework. By a predictive structure, we mean a structure th...
131
click to vote
ML
2006
ACM
15 years 3 months ago
2006
ACM
Abstract Identifier attributes--very high-dimensional categorical attributes such as particular product ids or people's names--rarely are incorporated in statistical modeling....