Biometric System and Data Analysis: Design, Evaluation, and Data Mining

This book brings together aspects of statistics and machine learning to provide a comprehensive guide to evaluating, interpreting and understanding biometric data. It naturally leads to topics including data mining and prediction to be examined in detail. The book places an emphasis on the various performance measures available for biometric systems, what they mean, and when they should and should not be applied. The evaluation techniques are presented rigorously, however they are always accompanied by intuitive explanations. This is important for the increased acceptance of biometrics among non-technical decision makers, and ultimately the general public.

Author: Ted Dunstone, Neil Yager
Publisher: Springer
Published: 11/01/2008
Pages: 268
Binding Type: Hardcover
Weight: 1.20lbs
Size: 9.30h x 6.10w x 0.80d
ISBN: 9780387776255

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