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Identification of reliable cancer biomarkers is a challenging task and great efforts have been devoted to utilize network-based methods to alleviate uncertainty of detected oncogenes. In the paper, an innovative network-based inference method is presented to recognize meaningful cancer-related genes. Firstly, a penalized kernel weighting algorithm is proposed, called ℓ2-norm regularized dynamic Smooth...
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