2661 search results - page 107 / 533 » Analysis of Agglomerative Clustering |
146
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CAIP
2009
Springer
16 years 26 days ago
2009
Springer
Abstract. In this paper, we introduce a prototype-based clustering algorithm dealing with graphs. We propose a hypergraph-based model for graph data sets by allowing clusters overl...
168
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WAIM
2007
Springer
16 years 12 days ago
2007
Springer
We propose DHCS, a method of distributed, hierarchical clustering and summarization for online data analysis and mining in sensor networks. Different from the acquisition and aggre...
180
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ICTAI
2005
IEEE
15 years 12 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 ...
153
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ICPR
2010
IEEE
15 years 11 months ago
2010
IEEE
Abstract—This work focuses on the scalability of the Evidence Accumulation Clustering (EAC) method. We first address the space complexity of the co-association matrix. The spars...
167
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INFOCOM
2002
IEEE
15 years 11 months ago
2002
IEEE
Numerous clustering algorithms have been proposed that can support routing in mobile ad hoc networks (MANETs). However, there is very little formal analysis that considers the comm...