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In pattern recognition, feature extraction techniques are widely employed to reduce the dimensionality of date. In this paper, a novel feature extraction criterion, fuzzy maximum margin criterion (FMMC), is proposed by means of the maximum margin criterion (MMC) and fuzzy set theory. More specifically, the between-class and within-class fuzzy scatter matrices are redefined by incorporating the membership...
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