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» On clustering to minimize the sum of radii
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ALGORITHMICA
2010
112views more  ALGORITHMICA 2010»
15 years 1 months ago
On Metric Clustering to Minimize the Sum of Radii
Abstract Given an n-point metric (P,d) and an integer k > 0, we consider the problem of covering P by k balls so as to minimize the sum of the radii of the balls. We present a r...
Matt Gibson, Gaurav Kanade, Erik Krohn, Imran A. P...
SODA
2008
ACM
95views Algorithms» more  SODA 2008»
15 years 3 months ago
On clustering to minimize the sum of radii
Matt Gibson, Gaurav Kanade, Erik Krohn, Imran A. P...
103
Voted
EOR
2010
99views more  EOR 2010»
15 years 1 months ago
Min sum clustering with penalties
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...
Refael Hassin, Einat Or
CCCG
2007
15 years 3 months ago
A Disk-Covering Problem with Application in Optical Interferometry
Given a disk O in the plane called the objective, we want to find n small disks P1, . . . , Pn called the pupils such that n i,j=1 Pi Pj ⊇ O, where denotes the Minkowski diffe...
Trung Nguyen, Jean-Daniel Boissonnat, Fréd&...
161
Voted
SDM
2004
SIAM
187views Data Mining» more  SDM 2004»
15 years 3 months ago
Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data
Microarray experiments have been extensively used for simultaneously measuring DNA expression levels of thousands of genes in genome research. A key step in the analysis of gene e...
Hyuk Cho, Inderjit S. Dhillon, Yuqiang Guan, Suvri...