4773 search results - page 765 / 955 » Learning from Uncertain Data |
169
click to vote
IDEAL
2007
Springer
16 years 18 days ago
2007
Springer
The dependence of the classification error on the size of a bagging ensemble can be modeled within the framework of Monte Carlo theory for ensemble learning. These error curves ar...
194
click to vote
AVSS
2006
IEEE
16 years 16 days ago
2006
IEEE
In this paper, we propose a novel approach for facial expression analysis and recognition. The proposed approach relies on tracked facial actions provided by an appearance-based 3...
178
click to vote
IEEEICCI
2005
IEEE
16 years 2 days ago
2005
IEEE
The study of concept formation and learning is a central topic in cognitive informatics. Formal concept analysis can be viewed as an approach on this topic based on a formal conte...
133
click to vote
ICANN
2005
Springer
15 years 12 months ago
2005
Springer
Abstract. The literature suggests that an ensemble of classifiers outperforms a single classifier across a range of classification problems. This paper investigates the applicat...
168
click to vote
IJCNLP
2005
Springer
15 years 12 months ago
2005
Springer
The current work applies Conditional Random Fields to the problem of temporal reference mapping from Chinese text to English text. The learning algorithm utilizes a moderate number...