19 search results - page 1 / 4 » MOSAIC: A Proximity Graph Approach for Agglomerative Cluster... |
DAWAK
2007
Springer
13 years 11 months ago
2007
Springer
Representative-based clustering algorithms are quite popular due to their relative high speed and because of their sound theoretical foundation. On the other hand, the clusters the...
PAMI
2008
13 years 5 months ago
2008
Hierarchical clustering is a stepwise clustering method usually based on proximity measures between objects or sets of objects from a given data set. The most common proximity meas...
DEXAW
2009
IEEE
13 years 12 months ago
2009
IEEE
—A novel method CLOSS intended for textual databases is proposed. It successfully identifies misspelled string clusters, even if the cluster border is not prominent. The method ...
GECCO
2009
Springer
13 years 11 months ago
2009
Springer
Size and complexity of data repositories collaboratively created by Web users generate a need for new processing approaches. In this paper, we study the problem of detection of ...
AUSAI
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. Text documents have sparse data spaces, and nearest neighbors may belong to different classes when using current existing proximity measures to describe the correlation ...