9780387776255 - Biometric System and Data Analysis: Design, Evaluation, and Data Mining von Dunstone, Ted; Yager, Neil (3 Ergebnisse)

Zustand: New. In.

Gebunden. Zustand: New. First book to focus on aspects common to all biometric recognition systems, including&nbspinput data (biometrics images, and person metadata) plus output (scores) of these systems which leads to a focus on user and group level performanceCase stu.

Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 thatconvey 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.