1126 search results - page 102 / 226 » Hierarchical Ensemble Clustering |
162
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CIBB
2008
15 years 8 months ago
2008
Abstract. Stability is an important property of machine learning algorithms. Stability in clustering may be related to clustering quality or ensemble diversity, and therefore used ...
159
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SMI
2008
IEEE
16 years 25 days ago
2008
IEEE
In this paper a novel clustering algorithm is proposed, namely Variational Multilevel Mesh Clustering (VMLC). The algorithm incorporates the advantages of both hierarchical and va...
172
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CIDM
2007
IEEE
16 years 24 days ago
2007
IEEE
Clustering large data sets with high dimensionality is a challenging data-mining task. This paper presents a framework to perform such a task efficiently. It is based on the notio...
186
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SSIAI
2002
IEEE
15 years 11 months ago
2002
IEEE
A multi-step method of partitioning the pixels of an image such that the partitions at one step are wholly nested inside the partitions of the next step is described, i.e. we desc...
176
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DEXAW
2007
IEEE
15 years 10 months ago
2007
IEEE
We built a system for the automatic creation of a textbased topic hierarchy, meant to be used in a geographically defined community. This poses two main problems. First, the appea...