5595 search results - page 61 / 1119 » Approximation Algorithms for Clustering Problems |
138
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SODA
2001
ACM
15 years 6 months ago
2001
ACM
Clustering is of central importance in a number of disciplines including Machine Learning, Statistics, and Data Mining. This paper has two foci: 1 It describes how existing algori...
149
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CORR
2010
Springer
15 years 4 months ago
2010
Springer
: Problem statement: Clustering has a number of techniques that have been developed in statistics, pattern recognition, data mining, and other fields. Subspace clustering enumerate...
111
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APPROX
2000
Springer
15 years 9 months ago
2000
Springer
125
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FOCS
1999
IEEE
15 years 9 months ago
1999
IEEE
The metric 2-clustering problem is de ned as follows: given a metric (X;d), partition X into two sets S1 and S2 in order to minimize the value of X i X fu;vg Si d(u;v) In this pap...