1875 search results - page 12 / 375 » Kernel Methods for Pattern Analysis |
PR
2006
13 years 7 months ago
2006
A common approach in structural pattern classification is to define a dissimilarity measure on patterns and apply a distance-based nearest-neighbor classifier. In this paper, we i...
PKDD
2004
Springer
14 years 29 days ago
2004
Springer
We show how carefully crafted random matrices can achieve distance-preserving dimensionality reduction, accelerate spectral computations, and reduce the sample complexity of certai...
BMCBI
2008
13 years 7 months ago
2008
Background: Post-translational modifications have a substantial influence on the structure and functions of protein. Post-translational phosphorylation is one of the most common m...
IJON
2008
13 years 7 months ago
2008
KDD
2005
ACM
14 years 8 months ago
2005
ACM
Abstract. The application of kernel methods to link analysis is explored. We argue that a family of kernels on graphs provides a unified perspective on the three measures proposed ...