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254
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TKDE
2012
245views Formal Methods» more  TKDE 2012»
13 years 5 months ago
Semi-Supervised Maximum Margin Clustering with Pairwise Constraints
—The pairwise constraints specifying whether a pair of samples should be grouped together or not have been successfully incorporated into the conventional clustering methods such...
Hong Zeng, Yiu-ming Cheung
116
Voted
CVPR
2010
IEEE
15 years 5 months ago
Co-clustering of Image Segments Using Convex Optimization Applied to EM Neuronal Reconstruction
This paper addresses the problem of jointly clustering two segmentations of closely correlated images. We focus in particular on the application of reconstructing neuronal structu...
Shiv Vitaladevuni, Ronen Basri
AUSAI
2003
Springer
15 years 7 months ago
Efficiently Mining Frequent Patterns from Dense Datasets Using a Cluster of Computers
Efficient mining of frequent patterns from large databases has been an active area of research since it is the most expensive step in association rules mining. In this paper, we pr...
Yudho Giri Sucahyo, Raj P. Gopalan, Amit Rudra
115
Voted
IPPS
2009
IEEE
15 years 9 months ago
Application profiling on Cell-based clusters
In this paper, we present a methodology for profiling parallel applications executing on the IBM PowerXCell 8i (commonly referred to as the “Cell” processor). Specifically, we...
Hikmet Dursun, Kevin J. Barker, Darren J. Kerbyson...
97
Voted
CLUSTER
2007
IEEE
15 years 9 months ago
The challenges and rewards of petascale clusters
-Jul 2 - Santa Clara Conv Ctr - abstracts by 4/30 Asilomar Conference on Signals, Systems, and Computers due by June 1 [more] - Nov 1-4, 2009 - Asilomar Conf Grounds, Pacific Grove...
Mark Seager