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

Design, Evaluation, and Data Mining

By: Neil Yager, Ted Dunstone

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Hardcover | 1 November 2008

At a Glance

Hardcover
288 Pages

Dimensions(cm)
23.39 x 15.6 x 1.75

Hardcover

$243.04

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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.

Industry Reviews

From the reviews: "This book brings together a discussion on biometric systems, statistics, and machine learning. Its aim is to help us understand biometric data, measurements of such systems, and the ability to interpret them is highly desirable. ... The book suits the needs of many practitioners, those involved with data in all its forms, and also would make useful reading for those who are studying systems, cybernetics, and management in the many and varied courses now being made available worldwide." (W. R. Howard, Kybernetes, Vol. 38 (9), 2009)

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You Can Find This Book In

Non-Fiction Science Biology, Life Sciences Computing & I.T.Databases Data Mining Mathematics Calculus & Mathematical Analysis Probability & Statistics Science in General Maths for Scientists Computer Security

Data Encryption Computer Science Artificial Intelligence Computer Vision Pattern Recognition

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
Table of Contents provided by Publisher. All Rights Reserved.

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

Design, Evaluation, and Data Mining

At a Glance

Hardcover

Industry Reviews

Shipping

How to return your order

Defective items

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