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Showing 1 to 1 of 1 for “"Signal processing--Mathematics; Gene regulatory networks"”.
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Optimization algorithms for inference and classification of genetic profiles from undersampled measurements
… techniques for inference and classification of genetic profiles. First, we extend the deterministic Non-negative Matrix Factorization (NMF) framework to the probabilistic case (PNMF). We apply the PNMF algorithm to cluster and classify DNA microarrays data. The proposed PNMF is shown to …