1385 search results - page 110 / 277 » Clustering by Random Projections |
159
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STOC
2003
ACM
16 years 7 months ago
2003
ACM
We study clustering problems in the streaming model, where the goal is to cluster a set of points by making one pass (or a few passes) over the data using a small amount of storag...
192
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INFOCOM
2003
IEEE
16 years 1 days ago
2003
IEEE
— A wireless network consisting of a large number of small sensors with low-power transceivers can be an effective tool for gathering data in a variety of environments. The data ...
180
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SDM
2008
SIAM
15 years 8 months ago
2008
SIAM
This paper studies the ensemble selection problem for unsupervised learning. Given a large library of different clustering solutions, our goal is to select a subset of solutions t...
156
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EOR
2010
15 years 6 months ago
2010
Traditionally, clustering problems are investigated under the assumption that all objects must be clustered. A shortcoming of this formulation is that a few distant objects, calle...
188
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RECOMB
2005
Springer
16 years 7 months ago
2005
Springer
Abstract. Identification of homologous chromosomal regions is important for understanding evolutionary processes that shape genome evolution, such as genome rearrangements and larg...