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Classifier Design Given an Uncertainty Class of Feature Distributions via Regularized Maximum Likelihood and the Incorporation of Biological Pathway Knowledge in Steady-State Phenotype Classification

Contemporary high-throughput technologies provide measurements of very large numbers of variables but often with very small sample sizes. This paper proposes an optimization-based paradigm for utilizing prior knowledge to design better performing classifiers when sample sizes are limited. We derive...

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Detaylı Bibliyografya
Yayımlandı:Pattern Recognit
Asıl Yazarlar: Esfahani, Mohammad Shahrokh, Knight, Jason, Zollanvari, Amin, Yoon, Byung-Jun, Dougherty, Edward R.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2013
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC4535735/
https://ncbi.nlm.nih.gov/pubmed/26279589
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.patcog.2013.02.017
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