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» Implementing Java on Clusters
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125
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BMCBI
2010
193views more  BMCBI 2010»
14 years 7 months ago
Mayday - integrative analytics for expression data
Background: DNA Microarrays have become the standard method for large scale analyses of gene expression and epigenomics. The increasing complexity and inherent noisiness of the ge...
Florian Battke, Stephan Symons, Kay Nieselt
100
Voted
CVPR
2006
IEEE
16 years 2 months ago
Spectral Methods for Automatic Multiscale Data Clustering
Spectral clustering is a simple yet powerful method for finding structure in data using spectral properties of an associated pairwise similarity matrix. This paper provides new in...
Arik Azran, Zoubin Ghahramani
115
Voted
ICDM
2008
IEEE
122views Data Mining» more  ICDM 2008»
15 years 7 months ago
Nonnegative Matrix Factorization for Combinatorial Optimization: Spectral Clustering, Graph Matching, and Clique Finding
Nonnegative matrix factorization (NMF) is a versatile model for data clustering. In this paper, we propose several NMF inspired algorithms to solve different data mining problems....
Chris H. Q. Ding, Tao Li, Michael I. Jordan
96
Voted
IPPS
2005
IEEE
15 years 6 months ago
Message Scheduling for All-to-All Personalized Communication on Ethernet Switched Clusters
We develop a message scheduling scheme that can theoretically achieve the maximum throughput for all–to–all personalized communication (AAPC) on any given Ethernet switched cl...
Ahmad Faraj, Xin Yuan
96
Voted
CLUSTER
2002
IEEE
15 years 5 months ago
Compiling Tiled Iteration Spaces for Clusters
This paper presents a complete end-to-end framework to generate automatic message-passing code for tiled iteration spaces. It considers general parallelepiped tiling transformatio...
Georgios I. Goumas, Nikolaos Drosinos, Maria Athan...