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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:EURASIP J Bioinform Syst Biol
Prif Awduron: Zollanvari, Amin, Dougherty, Edward R.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Springer International Publishing 2016
Pynciau:
Mynediad Ar-lein: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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