4526 search results - page 293 / 906 » An overview of clustering methods |
168
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MLDM
2005
Springer
16 years 9 days 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...
162
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PAKDD
2005
ACM
16 years 9 days ago
2005
ACM
Abstract. The data stream model of computation is often used for analyzing huge volumes of continuously arriving data. In this paper, we present a novel algorithm called DUCstream ...
186
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PPSN
2004
Springer
16 years 5 days ago
2004
Springer
Abstract. This paper introduces a generator that creates problem instances for the Euclidean symmetric travelling salesman problem. To fit real world problems, we look at maps con...
169
Voted
GECCO
2003
Springer
16 years 21 hour ago
2003
Springer
Abstract. In this paper, we propose a new ant-based clustering algorithm called AntClust. It is inspired from the chemical recognition system of ants. In this system, the continuou...
194
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FSTTCS
2001
Springer
15 years 11 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...