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Pathway-Based Genomics Prediction using Generalized Elastic Net
We present a novel regularization scheme called The Generalized Elastic Net (GELnet) that incorporates gene pathway information into feature selection. The proposed formulation is applicable to a wide variety of problems in which the interpretation of predictive features using known molecular intera...
Αποθηκεύτηκε σε:
| Τόπος έκδοσης: | PLoS Comput Biol |
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| Κύριοι συγγραφείς: | , , , , |
| Μορφή: | Artigo |
| Γλώσσα: | Inglês |
| Έκδοση: |
Public Library of Science
2016
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| Θέματα: | |
| Διαθέσιμο Online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4784899/ https://ncbi.nlm.nih.gov/pubmed/26960204 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1004790 |
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