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Biometric System and Data Analysis

Design, Evaluation, and Data Mining

Biometric System and Data Analysis
Author
Dunstone, Ted/ Yager, Neil 
Publisher
Springer-Verlag 
Publication Date
Nov, 2008 
ISBN
0387776257 or 9780387776255
HARDCOVER 
267 Pages
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¥ 15,707 (tax included)

Description

Biometric System and Data Analysis: Design, Evaluation, and Data Mining brings together aspects of statistics and machine learning to provide a comprehensive guide to evaluate, interpret and understand biometric data. This professional book naturally leads to topics including data mining and prediction--widely applied to other fields but not rigorously to biometrics--to be examined in detail. This volume 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 are always accompanied by intuitive explanations that convey the essence of the statistical concepts to a general audience. Designed for a professional audience composed of practitioners and researchers in industry, Biometric System and Data Analysis: Design, Evaluation, and Data Mining is also suitable as a reference for advanced-level students in computer science and engineering.

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