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Spectral Methods Cluster Words of the Same Class in a Syntactic Dependency Network.
Ramon Ferrer-i-Cancho
Andrea Capocci
Guido Caldarelli
Published in:
Int. J. Bifurc. Chaos (2007)
Keyphrases
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spectral methods
clustering algorithm
spectral analysis
syntactic dependencies
spectral clustering
feature extraction
random walk
data clustering
manifold learning
data mining applications
text classification
n gram
class labels
multi label
graph partitioning