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

• Corporate Author: SpringerLink (Online service)
• Other Authors: Dunstone, Ted (Editor), Yager, Neil (Editor)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US, 2009.
• Subjects: Computer science.; Data mining.; Artificial intelligence.; Computer graphics.; Biometrics (Biology).; Applied mathematics.; Engineering mathematics.; Probabilities.; Computer Science.; Biometrics.; Probability Theory and Stochastic Processes.; Applications of Mathematics.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Data Mining and Knowledge Discovery.; Artificial Intelligence (incl. Robotics).

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 predict...

Table of Contents:

• An Overview of Biometrics
• An Introduction to Biometric Data Analysis
• Biometric Matching Basics
• Biometric Data
• Multimodal Systems
• Performance Testing and Reporting
• Definitions
• The Biometric Performance Hierarchy
• System Evaluation: The Statistical Basis of Biometric Systems
• Individual Evaluation: The Biometric Menagerie
• Group Evaluation: Data Mining for Biometrics
• Special Topics in Biometric Data Analysis
• Proof of Identity
• Covert Surveillance Systems
• Vulnerabilities.