1595 search results - page 187 / 319 » A hierarchical clustering algorithm based on the Hungarian m... |
158
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MLDM
2005
Springer
15 years 11 months ago
2005
Springer
In this paper we present a method to cluster large datasets that change over time using incremental learning techniques. The approach is based on the dynamic representation of clus...
185
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FSTTCS
2001
Springer
15 years 10 months ago
2001
Springer
Abstract. We propose a novel approach to clustering, based on deterministic analysis of random walks on the weighted graph associated with the clustering problem. The method is cen...
189
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WWW
2009
ACM
15 years 11 months ago
2009
ACM
Fully automatic methods that extract lists of objects from the Web have been studied extensively. Record extraction, the first step of this object extraction process, identifies...
207
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ADBIS
2007
Springer
16 years 15 days ago
2007
Springer
The method of self-organizing maps (SOM) is a method of exploratory data analysis used for clustering and projecting multi-dimensional data into a lower-dimensional space to reveal...
203
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ICESS
2005
Springer
15 years 12 months ago
2005
Springer
Abstract. In ad hoc sensor networks, sensor nodes have very limited energy resources, thus energy consuming operations such as data collection, transmission and reception must be k...