39 search results - page 1 / 8 » The Characterization of Classification Problems by Classifie... |
ICPR
2004
IEEE
14 years 5 months 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 2 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
13 years 5 months 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 4 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 4 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...