109 search results - page 3 / 22 » Meta-Typicalness Approach to Reliable Classification |
ICPR
2004
IEEE
14 years 8 months ago
2004
IEEE
Model selection in unsupervised learning is a hard problem. In this paper a simple selection criterion for hyperparameters in one-class classifiers (OCCs) is proposed. It makes us...
JMLR
2002
13 years 7 months ago
2002
This paper describes a text chunking system based on a generalization of the Winnow algorithm. We propose a general statistical model for text chunking which we then convert into ...
SIGSOFT
2005
ACM
14 years 8 months ago
2005
ACM
There is an increasing interest in techniques that support measurement and analysis of fielded software systems. One of the main goals of these techniques is to better understand ...
CIBCB
2005
IEEE
14 years 1 months ago
2005
IEEE
Efficient and reliable methods that can find a small sample of informative genes amongst thousands are of great importance. In this area, much research is investigating the combina...
ACL
2010
13 years 5 months ago
2010
In this paper, we study the problem of using an annotated corpus in English for the same natural language processing task in another language. While various machine translation sy...