Biometric System and Data Analysis
| Autor: | Ted Dunstone, Neil Yager |
|---|---|
| EAN: | 9780387776279 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 31.10.2008 |
| Untertitel: | Design, Evaluation, and Data Mining |
| Kategorie: | |
| Schlagworte: | 2008 book Biometric Data Mining Evaluation Performance algorithms biometrics cognition currentsmp data analysis learning machine learning optimization verification |
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This book brings together aspects of statistics and machine learning to provide a comprehensive guide to evaluating, interpreting and understanding biometric data. It naturally leads to topics including data mining and prediction 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. This is important for the increased acceptance of biometrics among non-technical decision makers, and ultimately the general public.
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