472 search results - page 2 / 95 » Improving Cluster Method Quality by Validity Indices |
IPM
2007
13 years 4 months ago
2007
Understanding users’ navigation on the Web is important towards improving the quality of information and the speed of accessing large-scale Web data sources. Clustering of users...
SIGMOD
2002
ACM
14 years 4 months ago
2002
ACM
Clustering results validation is an important topic in the context of pattern recognition. We review approaches and systems in this context. In the first part of this paper we pre...
LREC
2010
13 years 5 months ago
2010
Text clustering is potentially very useful for exploration of text sets that are too large to study manually. The success of such a tool depends on whether the results can be expl...
ICPR
2010
IEEE
13 years 2 months ago
2010
IEEE
In this paper, we propose a new algorithm for extending the hierarchical clustering methods and introduce a Multi-View Agglomerative Clustering approach to handle multi-view repre...
SDM
2003
SIAM
13 years 5 months ago
2003
SIAM
We study the interaction between global and local techniques in data mining. Specifically, we study the collections of frequent sets in clusters produced by a probabilistic clust...