Browsing Faculty of Engineering and Science by Subject "pattern classification"
Now showing items 1-2 of 2
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"Anti-Bayesian" parametric pattern classification using order statistics criteria for some members of the exponential family
(Journal article; Peer reviewed, 2013)This paper submits a comprehensive report of the use of order statistics (OS) for parametric pattern recognition (PR) for various distributions within the exponential family. Although the field of parametric PR has been ... -
The fundamental theory of optimal "Anti-Bayesian" parametric pattern classification using order statistics criteria
(Journal article; Peer reviewed, 2013)The gold standard for a classifier is the condition of optimality attained by the Bayesian classifier. Within a Bayesian paradigm, if we are allowed to compare the testing sample with only a single point in the feature ...