218 search results - page 1 / 44 » A Neural Adaptive Algorithm for Feature Selection and Classi... |
ICIAP
2005
ACM
14 years 4 months ago
2005
ACM
In this paper, we propose a novel method which involves neural adaptive techniques for identifying salient features and for classifying high dimensionality data. In particular a ne...
BMCBI
2010
13 years 4 months ago
2010
Background: Generally speaking, different classifiers tend to work well for certain types of data and conversely, it is usually not known a priori which algorithm will be optimal ...
CVPR
2004
IEEE
14 years 6 months ago
2004
IEEE
Classifying high-dimensional numerical data is a very challenging problem. In high dimensional feature spaces, the performance of supervised learning methods suffer from the curse...
EWCBR
2006
Springer
13 years 8 months ago
2006
Springer
Feature selection algorithms can reduce the high dimensionality of textual cases and increase case-based task performance. However, conventional algorithms (e.g., information gain)...
NN
2002
Springer
13 years 4 months ago
2002
Springer
A new neural network architecture (PART) and the resulting algorithm are proposed to