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Yanni Zhu
Researcher at University of Minnesota
Publications - 2
Citations - 119
Yanni Zhu is an academic researcher from University of Minnesota. The author has contributed to research in topics: Support vector machine & Hinge loss. The author has an hindex of 2, co-authored 2 publications receiving 112 citations.
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Journal ArticleDOI
Network-based support vector machine for classification of microarray samples
TL;DR: A network-based support vector machine is proposed for binary classification problems by constructing a penalty term from the F∞-norm being applied to pairwise gene neighbors with the hope to improve predictive performance and gene selection.
Journal ArticleDOI
Support Vector Machines with Disease-gene-centric Network Penalty for High Dimensional Microarray Data.
TL;DR: The proposed DGC-SVM utilizes the hinge loss penalized by a sum of the L(infinity)-norm being applied to each group of genes to be an effective classification tool that encourages gene selection along paths to or clustering around known disease genes for microarray data.