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classification with joint gene selection in bioinformatics show the performance improvement by nonconvex penalized estimation. …
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datasets have shown that HWF-GS selects robust signatures with high classification accuracy and competes with and even …
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A significant amount of microarray gene expression data is available on the Internet, and researchers are allowed to analyze such data freely. However, microarray data includes thousands of genes, and analysis using conventional techniques is too difficult. Therefore, selecting informative...
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Several numerical methods for solving nonlinear systems of equations assume that derivative information is available. Furthermore, these approaches usually do not consider the problem of finding all solutions to a nonlinear system. Rather, most methods output a single solution. In this paper, we...
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In this paper, we develop a decision-theoretic frameworkfor evaluating data mining systems, which employ classification …
Persistent link: https://www.econbiz.de/10009431139