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174
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JMLR
2008
15 years 6 months ago
2008
We show how a generic feature selection algorithm returning strongly relevant variables can be turned into a causal structure learning algorithm. We prove this under the Faithfuln...
169
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JMLR
2006
15 years 6 months ago
2006
An essential step in designing a new computer architecture is the careful examination of different design options. It is critical that computer architects have efficient means by ...
195
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JMLR
2006
15 years 6 months ago
2006
In recent years, there has been a growing interest in applying Bayesian networks and their extensions to reconstruct regulatory networks from gene expression data. Since the gene ...
221
Voted
TEC
2008
15 years 6 months ago
2008
In recent years, interest in studying evolutionary algorithms (EAs) for dynamic optimization problems (DOPs) has grown due to its importance in real-world applications. Several app...
210
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NN
2000
Springer
15 years 6 months ago
2000
Springer
Piecewise-linear (PWL) neural networks are widely known for their amenability to digital implementation. This paper presents a new algorithm for learning in PWL networks consistin...