12 search results - page 3 / 3 » A method for initialising the K-means clustering algorithm u... |
AIIA
2007
Springer
13 years 11 months ago
2007
Springer
Abstract. A clustering method is presented which can be applied to relational knowledge bases. It can be used to discover interesting groupings of resources through their (semantic...
COLT
2005
Springer
13 years 10 months ago
2005
Springer
We consider the problem of learning mixtures of distributions via spectral methods and derive a tight characterization of when such methods are useful. Specifically, given a mixt...