A regularized formulation for spectral clustering with pairwise constraints.

Carlos Alzate Johan A. K. Suykens

Published in: IJCNN (2009)

Keyphrases

spectral clustering
pairwise constraints
constrained spectral clustering
kernel learning
pairwise
data clustering

clustering method
constrained clustering
clustering algorithm
semi supervised
similarity matrix
label propagation

k means
unsupervised clustering
image segmentation
unlabeled data
loss function

graph partitioning
nonnegative matrix factorization
semi supervised learning
distance function
knowledge discovery