1035 search results - page 1 / 207 » Cluster validation using information stability measures |
PRL
2010
13 years 5 days ago
2010
CIARP
2008
Springer
13 years 7 months ago
2008
Springer
Abstract. Cluster validation to determine the right number of clusters is an important issue in clustering processes. In this work, a strategy to address the problem of cluster val...
NIPS
2007
13 years 6 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...
CSDA
2007
13 years 5 months ago
2007
Stability in cluster analysis is strongly dependent on the data set, especially on how well separated and how homogeneous the clusters are. In the same clustering, some clusters m...
KDD
2006
ACM
14 years 5 months ago
2006
ACM
K-means is a widely used partitional clustering method. While there are considerable research efforts to characterize the key features of K-means clustering, further investigation...