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

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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Dunstone, Ted (Autor), Yager, Neil (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Temas:
Biometric identification.
Probabilities.
Mathematics.
Image processing-Digital techniques.
Computer vision.
Data mining.
Artificial intelligence.
Biometrics.
Probability Theory.
Applications of Mathematics.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Data Mining and Knowledge Discovery.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • An Overview of Biometrics
  • An Introduction to Biometric Data Analysis
  • Biometric Matching Basics
  • Biometric Data
  • Multimodal Systems
  • Performance Testing and Reporting
  • Definitions
  • The Biometric Performance Hierarchy
  • System Evaluation: The Statistical Basis of Biometric Systems
  • Individual Evaluation: The Biometric Menagerie
  • Group Evaluation: Data Mining for Biometrics
  • Special Topics in Biometric Data Analysis
  • Proof of Identity
  • Covert Surveillance Systems
  • Vulnerabilities.

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