392 search results - page 20 / 79 » Selecting a Relevant Set of Examples to Learn IE-Rules |
100
click to vote
AAAI
2012
13 years 2 months ago
2012
Kernel methods have been successfully applied to many machine learning problems. Nevertheless, since the performance of kernel methods depends heavily on the type of kernels being...
ECSQARU
2001
Springer
15 years 4 months ago
2001
Springer
Abstract. In this paper, we first investigate set semantics of propositional logic in terms of rough sets and discuss how truth values of propositions (sentences) can be interpret...
118
click to vote
ICCV
2005
IEEE
16 years 1 months ago
2005
IEEE
In recent years Kernel Principal Component Analysis (Kernel PCA) has gained much attention because of its ability to capture nonlinear image features, which are particularly impor...
ICML
2006
IEEE
16 years 17 days ago
2006
IEEE
We address the problem of learning a kernel for a given supervised learning task. Our approach consists in searching within the convex hull of a prescribed set of basic kernels fo...
90
Voted
ICASSP
2009
IEEE
15 years 6 months ago
2009
IEEE
We present an algorithm for active learning (adaptive selection of training data) within the context of semi-supervised multi-task classifier design. The semi-supervised multi-ta...