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ICALT
2005
IEEE
14 years 3 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...
PRL
2011
13 years 5 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...
ICML
2007
IEEE
14 years 11 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...
CEC
2005
IEEE
14 years 6 days 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...
DSN
2006
IEEE
14 years 4 months 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...