1875 search results - page 1 / 375 » Kernel Methods for Pattern Analysis |
SSPR
2004
Springer
13 years 10 months ago
2004
Springer
Kernel Methods are a class of algorithms for pattern analysis with a number of convenient features. They can deal in a uniform way with a multitude of data types and can be used to...
SCIA
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. We address the problem of incorporating transformation invariance in kernels for pattern analysis with kernel methods. We introduce a new class of kernels by so called Ha...
ICTAI
2003
IEEE
13 years 10 months ago
2003
IEEE
ML
2007
ACM
13 years 4 months ago
2007
ACM
In many learning problems prior knowledge about pattern variations can be formalized and beneficially incorporated into the analysis system. The corresponding notion of invarianc...
GFKL
2007
Springer
13 years 8 months ago
2007
Springer
Kernel methods offer a flexible toolbox for pattern analysis and machine learning. A general class of kernel functions which incorporates known pattern invariances are invariant d...