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 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.
Table of Contents
Biometric Matching Basics
Performance Testing and Reporting
System Evaluation: The Statistical Basis of Biometric Systems
Individual Evaluation: The Biometric Menagerie
Group Evaluation: Data Mining for Biometrics
Proof of Identity
Covert Surveillance Systems
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