927 search results - page 6 / 186 » Stability of k -Means Clustering |
CEC
2007
IEEE
14 years 2 months ago
2007
IEEE
SIAMCO
2010
13 years 2 months ago
2010
We study a simple continuous-time multiagent system related to Krause's model of opinion dynamics: each agent holds a real value, and this value is continuously attracted by e...
GECCO
2008
Springer
13 years 9 months ago
2008
Springer
Extracting natural groups of the unlabeled data is known as clustering. To improve the stability and robustness of the clustering outputs, clustering ensembles have emerged recent...
CIBB
2008
13 years 10 months ago
2008
Abstract. Stability is an important property of machine learning algorithms. Stability in clustering may be related to clustering quality or ensemble diversity, and therefore used ...
NIPS
2007
13 years 9 months ago
2007
Over the past few years, the notion of stability in data clustering has received growing attention as a cluster validation criterion in a sample-based framework. However, recent w...