1313 search results - page 139 / 263 » Dimensionality Reduction for Classification |
122
click to vote
PRL
2008
15 years 3 months ago
2008
We describe a multi-purpose image classifier that can be applied to a wide variety of image classification tasks without modifications or fine-tuning, and yet provide classificati...
166
click to vote
BMCBI
2007
15 years 3 months ago
2007
Background: Classification studies using gene expression datasets are usually based on small numbers of samples and tens of thousands of genes. The selection of those genes that a...
117
click to vote
ISCAS
2008
IEEE
15 years 9 months ago
2008
IEEE
Abstract— Beamforming (BF) for multiple-input multipleoutput (MIMO) wireless communications systems can improve the error rate performance by spatial separation of the transmitte...
129
click to vote
CONTEXT
2007
Springer
15 years 9 months ago
2007
Springer
Indexing is often designed with the intent of dimensional reduction, that is, of generating standardised and uniform descriptive metadata. This could be characterised as a process ...
151
click to vote
JMLR
2010
14 years 10 months ago
2010
The problems of dimension reduction and inference of statistical dependence are addressed by the modeling framework of learning gradients. The models we propose hold for Euclidean...