227 search results - page 1 / 46 » Pairwise Clustering and Graphical Models |
NIPS
2003
13 years 6 months ago
2003
Significant progress in clustering has been achieved by algorithms that are based on pairwise affinities between the datapoints. In particular, spectral clustering methods have ...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
DNA microarray provides a powerful basis for analysis of gene expression. Data mining methods such as clustering have been widely applied to microarray data to link genes that sho...
CLUSTER
2009
IEEE
13 years 11 months ago
2009
IEEE
CORR
2010
Springer
13 years 4 months ago
2010
Springer
We formulate weighted graph clustering as a prediction problem1 : given a subset of edge weights we analyze the ability of graph clustering to predict the remaining edge weights. ...
ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
We revisit recently proposed algorithms for probabilistic clustering with pair-wise constraints between data points. We evaluate and compare existing techniques in terms of robust...