5733 search results - page 141 / 1147 » Clustering Categorical Data |
157
click to vote
IDEAL
2000
Springer
15 years 9 months ago
2000
Springer
Abstract. We present a clustering method for continuous data. It defines local clusters into the (primary) data space but derives its similarity measure from the posterior distribu...
131
click to vote
ALT
2008
Springer
16 years 2 months ago
2008
Springer
In this paper, we initiate a theoretical study of the problem of clustering data under interactive feedback. We introduce a query-based model in which users can provide feedback to...
157
click to vote
ICPR
2008
IEEE
16 years 12 days ago
2008
IEEE
We present an online adaptive clustering algorithm in a decision tree framework which has an adaptive tree and a code formation layer. The code formation layer stores the represen...
147
click to vote
CIMCA
2005
IEEE
15 years 11 months ago
2005
IEEE
Estimating the optimal number of clusters for a dataset is one of the most essential issues in cluster analysis. An improper pre-selection for the number of clusters might easily ...
136
click to vote
ICCS
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. This paper presents an innovative, adaptive variant of Kohonen’s selforganizing maps called ASOM, which is an unsupervised clustering method that adaptively decides on ...