39 search results - page 1 / 8 » The Characterization of Classification Problems by Classifie... |
ICPR
2004
IEEE
15 years 5 days ago
2004
IEEE
In this paper we try to characterize a set of classification problems. For this, we use the disagreement between a set of standard classifiers. The disagreement patterns do not on...
ACL
2010
13 years 9 months ago
2010
The automatic interpretation of noun-noun compounds is an important subproblem within many natural language processing applications and is an area of increasing interest. The prob...
ICML
2010
IEEE
14 years 4 days ago
2010
IEEE
We propose a novel boosting algorithm which improves on current algorithms for weighted voting classification by striking a better balance between classification accuracy and the ...
JMLR
2008
13 years 11 months ago
2008
We introduce a computationally feasible, "constructive" active learning method for binary classification. The learning algorithm is initially formulated for separable cl...
PRL
2006
13 years 11 months ago
2006
This paper addresses the supervised classification of remote-sensing images in problems characterized by relatively small-size training sets with respect to the input feature spac...