Protein Function Prediction via Graph Kernels
Summary
In this work from 2005, we employed random walk graph kernels to compare graph models of protein structures, to then classify the proteins into functional classes.
Further information
Information on additional protein graph kernels (external pageChapter 2 from Karsten Borgwardt's master thesis).
Publication
Protein Function Prediction via Graph Kernels
Karsten Borgwardt, Cheng S. Ong, Stefan Schönauer, S.V.N. Vishwanathan, Alexander Smola and Hans-Peter Kriegel
ISMB 2005 and Bioinformatics 2005, 21(suppl_1): i47-i56
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