7. Pattern recognition in noisy signal processing
The purpose of this paragraph is not to present an introduction
to pattern recognition — to which, incidentally, sections of this
treatise (
It will be shown that, as soon as the observations made on individuals can be considered as the realization of a random vector (or processor), pattern recognition appears as a special case of Bayesian classification. This Bayesian framework will have the advantage, through consideration of Bayes risk, of enabling a coherent approach to the difficult problem of primitive extraction, i.e. reducing the...
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Pattern recognition in noisy signal processing
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