4526 search results - page 284 / 906 » An overview of clustering methods |
214
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CIMCA
2008
IEEE
15 years 8 months ago
2008
IEEE
This paper analyses the advantages and disadvantages of the K-means algorithm and the DENCLUE algorithm. In order to realise the automation of clustering analysis and eliminate hu...
164
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ECIR
2006
Springer
15 years 8 months ago
2006
Springer
We investigate the use of clustering methods for the task of grouping the text spans in a news article that refer to the same event. We provide evidence that the order in which eve...
153
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BMCBI
2005
15 years 6 months ago
2005
Background: Understanding the evolutionary relationships among species based on their genetic information is one of the primary objectives in phylogenetic analysis. Reconstructing...
173
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EUSFLAT
2009
15 years 4 months ago
2009
Fuzzy clustering is well known as a robust and efficient way to reduce computation cost to obtain the better results. In the literature, many robust fuzzy clustering models have be...
169
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ICDM
2006
IEEE
16 years 25 days ago
2006
IEEE
High dimensionality remains a significant challenge for document clustering. Recent approaches used frequent itemsets and closed frequent itemsets to reduce dimensionality, and to...