1310 search results - page 1 / 262 » Learning the k in k-means |
ICML
2003
IEEE
14 years 5 months ago
2003
IEEE
COLT
2007
Springer
13 years 10 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
12 years 11 months 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 2 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...