Browsing Articles by Author "Dougherty, Edward R."

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

Zollanvari, Amin; Dougherty, Edward R. (Eurasip Journal on Bioinformatics and Systems Biology, 2016)

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 ...