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Unsupervised Dimension Reduction Methods for Protein Sequence Classification.
Dominik Heider
Christoph Bartenhagen
Jan Nikolaj Dybowski
Sascha Hauke
Martin Pyka
Daniel Hoffmann
Published in:
GfKl (2012)
Keyphrases
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sequence classification
dimension reduction methods
sequence alignment
sequence data
dimension reduction
hidden markov models
principal component analysis
markov models
unsupervised learning
protein sequences
support vector machine
protein structure
discriminative learning
discriminant analysis
conditional random fields
amino acids
pairwise
supervised learning
feature space
weakly supervised
decision trees
machine learning
data sets
higher order
data mining