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» Communication Performance Issues for Two Cluster Computers
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156
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SBCCI
2003
ACM
129views VLSI» more  SBCCI 2003»
15 years 9 months ago
Hyperspectral Images Clustering on Reconfigurable Hardware Using the K-Means Algorithm
Unsupervised clustering is a powerful technique for understanding multispectral and hyperspectral images, being k-means one of the most used iterative approaches. It is a simple th...
Abel Guilhermino S. Filho, Alejandro César ...
SEMWEB
2009
Springer
15 years 11 months ago
Scalable Distributed Reasoning Using MapReduce
We address the problem of scalable distributed reasoning, proposing a technique for materialising the closure of an RDF graph based on MapReduce. We have implemented our approach o...
Jacopo Urbani, Spyros Kotoulas, Eyal Oren, Frank v...
140
Voted
CLASSIFICATION
2006
108views more  CLASSIFICATION 2006»
15 years 4 months ago
The Practice of Cluster Analysis
Abstracts "Mixtures at the Interface" David Scott, Rice University Mixture modeling provides an effective framework for complex, high-dimensional data. The potential of m...
Jon R. Kettenring
ISCA
1997
IEEE
137views Hardware» more  ISCA 1997»
15 years 8 months ago
VM-Based Shared Memory on Low-Latency, Remote-Memory-Access Networks
Recent technological advances have produced network interfaces that provide users with very low-latency access to the memory of remote machines. We examine the impact of such netw...
Leonidas I. Kontothanassis, Galen C. Hunt, Robert ...
BMCBI
2008
132views more  BMCBI 2008»
15 years 4 months ago
Clustering ionic flow blockade toggles with a Mixture of HMMs
Background: Ionic current blockade signal processing, for use in nanopore detection, offers a promising new way to analyze single molecule properties with potential implications f...
Alexander G. Churbanov, Stephen Winters-Hilt