5659 search results - page 136 / 1132 » Comparing Clusterings in Space |
118
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ICDM
2009
IEEE
15 years 10 months ago
2009
IEEE
This work examines under what conditions compression methodologies can retain the outcome of clustering operations. We focus on the popular k-Means clustering algorithm and we dem...
141
Voted
AAIM
2009
Springer
15 years 10 months ago
2009
Springer
During the last years, a wide range of huge networks has been made available to researchers. The discovery of natural groups, a task called graph clustering, in such datasets is a ...
127
Voted
ICDM
2008
IEEE
15 years 10 months ago
2008
IEEE
Wikipedia has been applied as a background knowledge base to various text mining problems, but very few attempts have been made to utilize it for document clustering. In this pape...
158
Voted
SEMCO
2007
IEEE
15 years 10 months ago
2007
IEEE
This paper presents a new clustering algorithm called DSCBC which is designed to automatically discover word senses for polysemous words. DSCBC is an extension of CBC Clustering [...
125
Voted
SMC
2007
IEEE
15 years 10 months ago
2007
IEEE
— An important consideration in clustering is the determination of the correct number of clusters and the appropriate partitioning of a given data set. In this paper, a newly dev...