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120
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ICALT
2005
IEEE
15 years 11 months ago
2005
IEEE
The popularity of instant messaging (IM) system creates a new way for human communication. Along with this trend, IM system is broadly applied in cooperative learning. There isnā...
173
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PRL
2011
15 years 1 months ago
2011
Machine Learning based on the Regularized Least Square (RLS) model requires one to solve a system of linear equations. Direct-solution methods exhibit predictable complexity and s...
155
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ICML
2007
IEEE
16 years 7 months ago
2007
IEEE
Most of the existing approaches to collaborative filtering cannot handle very large data sets. In this paper we show how a class of two-layer undirected graphical models, called R...
171
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CEC
2005
IEEE
15 years 8 months ago
2005
IEEE
This paper presents an investigation into exploiting the population-based nature of Learning Classifier Systems for their use within highly-parallel systems. In particular, the use...
161
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DSN
2006
IEEE
16 years 6 days ago
2006
IEEE
The growing computational and storage needs of several scientiļ¬c applications mandate the deployment of extreme-scale parallel machines, such as IBMās BlueGene/L which can acc...