Robustness in Statistical Pattern Recognition by Y. Kharin (Paperback, 2010)

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Y. Kharin, Y. Kharin and Y. Kharin. This monograph is devoted to problems of robust (stable) statistical pattern recognition. The book concentrates on three main problems: robustness evaluation for classical decision rules in the presence of distortion; estimation of critical levels of distortions for given values of the robustness factor; and the construction of robust decision rules with stable classification risk regarding certain types of distortions.
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