1310 search results - page 1 / 262 » Learning the k in k-means |
ICML
2003
IEEE
14 years 6 months ago
2003
IEEE
COLT
2007
Springer
13 years 11 months ago
2007
Springer
TJS
2010
13 years 3 months ago
2010
This paper presents a novel host-based combinatorial method based on k-Means clustering and ID3 decision tree learning algorithms for unsupervised classification of anomalous and ...
MLDM
2010
Springer
13 years 4 days ago
2010
Springer
In this paper we study the k-means clustering problem. It is well-known that the general version of this problem is NP-hard. Numerous approximation algorithms have been proposed fo...
FOCS
2010
IEEE
13 years 3 months ago
2010
IEEE
We consider k-median clustering in finite metric spaces and k-means clustering in Euclidean spaces, in the setting where k is part of the input (not a constant). For the k-means pr...