ECML
1998
Springer
13 years 11 months ago
1998
Springer
: Image understanding often requires extensive background knowledge. The problem addressed in this paper is such knowledge can be acquired. We discuss how relational machine learni...
ECML
1998
Springer
13 years 11 months ago
1998
Springer
ECML
1998
Springer
13 years 11 months ago
1998
Springer
Feature selection is a problem of choosing a subset of relevant features. Researchers have been searching for optimal feature selection methods. `Branch and Bound' and Focus a...
ECML
1998
Springer
13 years 11 months ago
1998
Springer
ECML
1998
Springer
13 years 11 months ago
1998
Springer
ECML
1998
Springer
13 years 11 months ago
1998
Springer
We present compelling evidence that the World Wide Web is a domain in which applications can benefit from using first-order learning methods, since the graph structure inherent in ...
ECML
1998
Springer
13 years 11 months ago
1998
Springer
COLT
1998
Springer
13 years 11 months ago
1998
Springer
Abstract. We describe several improvements to Freund and Schapire's AdaBoost boosting algorithm, particularly in a setting in which hypotheses may assign confidences to each o...
COLT
1998
Springer
13 years 11 months ago
1998
Springer
COLT
1998
Springer
13 years 11 months ago
1998
Springer
A new algorithm for learning one-variable pattern languages is proposed and analyzed with respect to its average-case behavior. We consider the total learning time that takes into...