Biometric System and Data Analysis

Ted Dunstone

ISBN 10: 1441945954 / ISBN 13: 9781441945952

Editore: Springer Nature Singapore Nov 2010, 2010

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This item is printed on demand - it takes 3-4 days longer - Neuware -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. 268 pp. Englisch.

Codice articolo 9781441945952

Dati bibliografici

• Titolo: Biometric System and Data Analysis
• Editore: Springer Nature Singapore Nov 2010
• Data di pubblicazione: 2010
• Lingua: Inglese
• ISBN 10: 1441945954
• ISBN 13: 9781441945952
• Rilegatura: Taschenbuch
• Condizione: Neu
• Dimensioni: 234 L x 156 A x 15 P (millimetri) 234 millimetri di larghezza per 156 millimetri di altezza per 15 millimetri di profondità
• Peso: 408 grammi

Descrizione articolo

Riassunto

This book brings together aspects of statistics and machine learning to provide a comprehensive guide to evaluating, interpreting and understanding biometric data. This professional book naturally leads to topics including data mining and prediction, which have been widely applied to other fields but not rigorously to biometrics, to be examined in detail. The book 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 they are always accompanied by intuitive explanations that can be used to convey the essence of the statistical concepts to a general audience. This last point is an important one for the increased acceptance of biometrics among non-technical decision makers, and ultimately the general public.

Dalla quarta di copertina

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.

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 in a general manner.

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.