4196 search results - page 142 / 840 » Unsupervised Learning of Relations |
85
Voted
IROS
2008
IEEE
15 years 7 months ago
2008
IEEE
—This paper introduces a new approach to develop robots that can learn general affordance relations from their experiences. Our approach is a part of larger efforts to develop a ...
86
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We present a method for parameter learning in relational Bayesian networks (RBNs). Our approach consists of compiling the RBN model into a computation graph for the likelihood fun...
118
Voted
PKDD
2009
Springer
15 years 7 months ago
2009
Springer
Abstract. We propose a learning approach for integrating formal knowledge into statistical inference by exploiting ontologies as a semantically rich and fully formal representation...
ICMLA
2007
15 years 2 months ago
2007
Several works have shown that the covering test in relational learning exhibits a phase transition in its covering probability. It is argued that this phase transition dooms every...
ECAI
2000
Springer
15 years 5 months ago
2000
Springer
A number of Inductive Logic Programming (ILP) systems have addressed the problem of learning First Order Logic (FOL) discriminant definitions by first reformulating the FOL lear...