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If the total number Q of labelled samples used to estimate the probabilities is small, the result can be worse than that obtained with the original decision rule.
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Key Phrases - Statistically Improbable Phrases (SIPs):
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forensic speaker recognition, biometric objects, new quadratic classifier, intersession variability, gait features, verification rate, cumulative match score, pen inclination, stride parameters, standard deviation map, facial database, supervised information, reference renewal, inclination data, gait recognition, occluded faces, fingerprint image, decomposition features, appearance histogram, industrial database, minutiae points, error indices, ridge bifurcation, pooled covariance matrix, biometric applications
Key Phrases - Capitalized Phrases (CAPs):
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Biometric Authentication, Springer-Verlag Berlin Heidelberg, International Conference, Principal Component Analysis, Academic Press, Speech Communication, Alex Pentland, Introduction Face, Oliver Jesorsky
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