3 search results - page 1 / 1 » The Homology Kernel: A Biologically Motivated Sequence Embed... |
CIBCB
2005
IEEE
13 years 10 months ago
2005
IEEE
— Part of the challenge of modeling protein sequences is their discrete nature. Many of the most powerful statistical and learning techniques are applicable to points in a Euclid...
IJDMB
2008
13 years 4 months ago
2008
: Computational classification of proteins using methods such as string kernels and Fisher-SVM has demonstrated great success. However, the resulting models do not offer an immedia...
NIPS
2007
13 years 5 months ago
2007
This paper introduces kernels on attributed pointsets, which are sets of vectors embedded in an euclidean space. The embedding gives the notion of neighborhood, which is used to d...