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170
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ECSA
2010
Springer
15 years 7 months ago
2010
Springer
One of the major advantages of component-based software engineering is the ability for developers to reuse and assemble software entities to build complex software. Whereas decompo...
185
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HPDC
2010
IEEE
15 years 7 months ago
2010
IEEE
Hadoop is a reference software framework supporting the Map/Reduce programming model. It relies on the Hadoop Distributed File System (HDFS) as its primary storage system. Althoug...
174
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HPDC
2010
IEEE
15 years 7 months ago
2010
IEEE
Current projects that automate the collection of provenance information use a centralized architecture for managing the resulting metadata - that is, provenance is gathered at rem...
185
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ICML
2010
IEEE
15 years 7 months ago
2010
IEEE
Pseudo-likelihood and contrastive divergence are two well-known examples of contrastive methods. These algorithms trade off the probability of the correct label with the probabili...
175
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ICML
2010
IEEE
15 years 7 months ago
2010
IEEE
Restricted Boltzmann Machines (RBMs) are a type of probability model over the Boolean cube {-1, 1}n that have recently received much attention. We establish the intractability of ...