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» Co-Scheduling of Computation and Data on Computer Clusters
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EGH
2010
Springer
15 years 1 months ago
Large data visualization on distributed memory multi-GPU clusters
Thomas Fogal, Hank Childs, Siddharth Shankar, Jens...
HPCN
1999
Springer
15 years 8 months ago
JAVA as a Basis for Parallel Data Mining in Workstation Clusters
Matthias Gimbel, Michael Philippsen, Bernhard Haum...
PAMI
2011
14 years 10 months ago
Parallel Spectral Clustering in Distributed Systems
Spectral clustering algorithms have been shown to be more effective in finding clusters than some traditional algorithms such as k-means. However, spectral clustering suffers fro...
Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen ...
140
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NIPS
2003
15 years 5 months ago
Computing Gaussian Mixture Models with EM Using Equivalence Constraints
Density estimation with Gaussian Mixture Models is a popular generative technique used also for clustering. We develop a framework to incorporate side information in the form of e...
Noam Shental, Aharon Bar-Hillel, Tomer Hertz, Daph...
KDD
2007
ACM
178views Data Mining» more  KDD 2007»
16 years 4 months ago
Density-based clustering for real-time stream data
Existing data-stream clustering algorithms such as CluStream are based on k-means. These clustering algorithms are incompetent to find clusters of arbitrary shapes and cannot hand...
Yixin Chen, Li Tu