245 search results - page 14 / 49 » Can Document Selection Help Semi-supervised Learning |
JOT
2007
13 years 9 months ago
2007
All modern software development processes try to help project teams conduct their work. While there are some important differences between them, the commonalities are far greater ...
IJCAI
2007
13 years 11 months ago
2007
An “active learning system” will sequentially decide which unlabeled instance to label, with the goal of efficiently gathering the information necessary to produce a good cla...
ICDE
2008
IEEE
14 years 4 months ago
2008
IEEE
Abstract— With XML becoming a standard for data representation and exchange, we can expect to see large scale repositories and warehouses of XML data. In order for users to under...
SDM
2007
SIAM
13 years 11 months ago
2007
SIAM
Feature selection is an important task in effective data mining. A new challenge to feature selection is the so-called “small labeled-sample problem” in which labeled data is...
ICML
2000
IEEE
14 years 10 months ago
2000
IEEE
Landmarking is a novel approach to describing tasks in meta-learning. Previous approaches to meta-learning mostly considered only statistics-inspired measures of the data as a sou...