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Learned Random-Walk Kernels and Empirical-Map Kernels for Protein Sequence Classification.
Renqiang Min
Anthony J. Bonner
Jingjing Li
Zhaolei Zhang
Published in:
J. Comput. Biol. (2009)
Keyphrases
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random walk
sequence classification
string kernels
kernel function
markov chain
multiple kernel learning
directed graph
kernel methods
conditional random fields
sequence data
feature space
machine learning
hidden markov models
maximum likelihood
grammatical inference