229 search results - page 25 / 46 » Fuzzy Classifiers Based on Kernel Discriminant Analysis |
MCS
2004
Springer
14 years 2 months ago
2004
Springer
Atypical observations, which are called outliers, are one of difficulties to apply standard Gaussian density based pattern classification methods. Large number of outliers makes di...
JIIS
2006
13 years 9 months ago
2006
Kernel Canonical Correlation Analysis (KCCA) is a method of correlating linear relationship between two variables in a kernel defined feature space. A machine learning algorithm b...
FLAIRS
2006
13 years 10 months ago
2006
We introduce a novel learning algorithm for noise elimination. Our algorithm is based on the re-measurement idea for the correction of erroneous observations and is able to discri...
BMCBI
2007
2007
Application of amino acid occurrence for discriminating different folding types of globular proteins
13 years 9 months ago
Background: Predicting the three-dimensional structure of a protein from its amino acid sequence is a long-standing goal in computational/molecular biology. The discrimination of ...
GECCO
2003
Springer
14 years 2 months ago
2003
Springer
When using a Genetic Algorithm (GA) to optimize the feature space of pattern classification problems, the performance improvement is not only determined by the data set used, but a...