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Incorporating prior knowledge induced from stochastic differential equations in the classification of stochastic observations

In classification, prior knowledge is incorporated in a Bayesian framework by assuming that the feature-label distribution belongs to an uncertainty class of feature-label distributions governed by a prior distribution. A posterior distribution is then derived from the prior and the sample data. An...

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Detalhes bibliográficos
Publicado no:EURASIP J Bioinform Syst Biol
Main Authors: Zollanvari, Amin, Dougherty, Edward R.
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4720709/
https://ncbi.nlm.nih.gov/pubmed/26834782
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13637-016-0036-y
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