2958 search results - page 133 / 592 » Using Anonymized Data for Classification |
125
Voted
AAAI
2007
15 years 5 months ago
2007
Collective classification can significantly improve accuracy by exploiting relationships among instances. Although several collective inference procedures have been reported, they...
120
click to vote
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
Locally adaptive classifiers are usually superior to the use of a single global classifier. However, there are two major problems in designing locally adaptive classifiers. First,...
106
click to vote
AUSAI
2008
Springer
15 years 4 months ago
2008
Springer
Many applications require the ability to identify data that is anomalous with respect to a target group of observations, in the sense of belonging to a new, previously unseen `atta...
125
Voted
EMNLP
2010
15 years 22 days ago
2010
In this paper we introduce the new task of social event extraction from text. We distinguish two broad types of social events depending on whether only one or both parties are awa...
154
Voted
TCBB
2010
14 years 9 months ago
2010
Automatic classification of proteins using machine learning is an important problem that has received significant attention in the literature. One feature of this problem is that e...