42388 search results - page 290 / 8478 » Classification Using Information |
225
click to vote
ICANN
2010
Springer
15 years 4 months ago
2010
Springer
The aim of this paper is to study the use of Evolutionary Multiobjective Techniques to improve the performance of Neural Networks (NN). In particular, we will focus on classificati...
185
click to vote
KDD
2006
ACM
16 years 7 months ago
2006
ACM
This paper presents a novel Second Order Cone Programming (SOCP) formulation for large scale binary classification tasks. Assuming that the class conditional densities are mixture...
198
click to vote
BMCBI
2007
15 years 6 months ago
2007
Background: Correct identification of individual Hox proteins is an essential basis for their study in diverse research fields. Common methods to classify Hox proteins focus on th...
142
click to vote
CVPR
2006
IEEE
16 years 8 months ago
2006
IEEE
Inspired by the underlying relationship between classification capability and the mutual information, in this paper, we first establish a quantitative model to describe the inform...
162
click to vote
ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
A logistic regression classification algorithm is developed for problems in which the feature vectors may be missing data (features). Single or multiple imputation for the missing...