348 search results - page 37 / 70 » A Tutorial on Spectral Clustering |
127
Voted
COMPLIFE
2005
Springer
15 years 8 months ago
2005
Springer
Abstract. We describe an approach to clustering the yeast protein-protein interaction network in order to identify functional modules, groups of proteins forming multi-protein comp...
127
Voted
ICDM
2007
IEEE
15 years 6 months ago
2007
IEEE
Recently the problem of dimensionality reduction (or, subspace learning) has received a lot of interests in many fields of information processing, including data mining, informati...
141
Voted
PAKDD
2011
ACM
14 years 5 months ago
2011
ACM
Abstract. Given a graph with billions of nodes and edges, how can we find patterns and anomalies? Are there nodes that participate in too many or too few triangles? Are there clos...
121
Voted
EUSFLAT
2009
15 years 17 days ago
2009
-- An approach to estimate the number of rules by spectral analysis of the training dataset has been recently proposed [1]. This work presents an analysis of such a method in high ...
115
Voted
DIS
2006
Springer
15 years 6 months ago
2006
Springer
Abstract. Clustering algorithms based on a matrix of pairwise similarities (kernel matrix) for the data are widely known and used, a particularly popular class being spectral clust...