4177 search results - page 60 / 836 » On the Performance of Ant-based Clustering |
179
click to vote
MLMTA
2007
15 years 7 months ago
2007
- Clustering plays an indispensable role for data analysis. Many clustering algorithms have been developed. However, most of them suffer either poor performance of unsupervised lea...
159
click to vote
UAI
1998
15 years 7 months ago
1998
We examine methods for clustering in high dimensions. In the first part of the paper, we perform an experimental comparison between three batch clustering algorithms: the Expectat...
168
click to vote
JMLR
2010
15 years 28 days ago
2010
Hartigan's method for k-means clustering is the following greedy heuristic: select a point, and optimally reassign it. This paper develops two other formulations of the heuri...
216
click to vote
HPDC
2012
IEEE
13 years 8 months ago
2012
IEEE
networking with a layer 2 abstraction provides a powerful model for virtualized wide-area distributed computing resources, including for high performance computing (HPC) on collec...
151
click to vote
PSIVT
2009
Springer
15 years 10 months ago
2009
Springer
This article provides a simple and general way for defining the recovery rate of clustering algorithms using a given family of old clusters for evaluating the performance of the a...