927 search results - page 2 / 186 » Stability of k -Means Clustering |
ICDM
2006
IEEE
13 years 11 months ago
2006
IEEE
In spite of the initialization problem, the ExpectationMaximization (EM) algorithm is widely used for estimating the parameters in several data mining related tasks. Most popular ...
ICPR
2006
IEEE
14 years 6 months ago
2006
IEEE
Each clustering algorithm induces a similarity between given data points, according to the underlying clustering criteria. Given the large number of available clustering technique...
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...
PAMI
2008
13 years 5 months ago
2008
The Expectation Maximization (EM) algorithm is widely used for learning finite mixture models despite its greedy nature. Most popular model-based clustering techniques might yield...
CLUSTER
2008
IEEE
13 years 11 months ago
2008
IEEE