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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Dunstone, Ted (Επιμελητής έκδοσης), Yager, Neil (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Boston, MA : Springer US, 2009.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.