218 search results - page 1 / 44 » A Neural Adaptive Algorithm for Feature Selection and Classi... |
ICIAP
2005
ACM
14 years 6 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 6 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 8 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 10 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 6 months ago
2002
Springer
A new neural network architecture (PART) and the resulting algorithm are proposed to