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The appearance of microarray technologies makes it possible to simultaneously monitor the expression levels for tens of thousands of genes. Bayesian Network (BN) is an important approach for predicting gene regulatory networks from expression data. However, two fundamental problems greatly reduce the effectiveness of current BN methods. The first problem is much less samples than genes, it makes that...
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