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
• Language: English
• Published: Boston, MA : Springer US, 2009.
• Subjects: Computer science.; Data encryption (Computer science).; Database management.; Data mining.; Artificial intelligence.; Computer vision.; Biometrics.; Computer Science.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Data Mining and Knowledge Discovery.; Artificial Intelligence (incl. Robotics).; Data Encryption.; Database Management.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-0-387-77627-9

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:

• Preface
• Preliminaries
• Biometric Evaluation Fundamentals
• Biometric Data
• Performance evaluation Hierarchy
• System Evaluation: The Statistical Basis for Biometric Systems
• Verification
• Identification (open vs closed)
• Enrollment Measures
• Individual Evaluation: The Biometric Menagerie
• Group Evaluation: Data Mining for Biometrics
• Special Topics in Biometric Evaluations
• System Setup and Optimization
• The Evaluation of Systems in Production
• Evaluating Surveillance Systems
• Conclusion
• References
• Index.