429 search results - page 22 / 86 » cluster 2002 |
108
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
We present a principled Bayesian framework for modeling partial memberships of data points to clusters. Unlike a standard mixture model which assumes that each data point belongs ...
ICPR
2002
IEEE
16 years 1 months ago
2002
IEEE
When performing hierarchical clustering, some metric must be used to determine the similarity between pairs of clusters. Traditional similarity metrics either can only deal with s...
90
Voted
CLUSTER
2002
IEEE
15 years 5 months ago
2002
IEEE
Clusters have made the jump from lab prototypes to fullfledged production computing platforms. The number, variety, and specialized configurations of these machines are increasi...
137
Voted
KDD
2002
ACM
16 years 28 days ago
2002
ACM
This paper studies the problem of categorical data clustering, especially for transactional data characterized by high dimensionality and large volume. Starting from a heuristic m...
112
Voted
HICSS
2002
IEEE
15 years 5 months ago
2002
IEEE
Abstract. In this paper we describe several new clustering algorithms for nodes in a mobile ad hoc network. The main contribution is to generalize the cluster definition and forma...