The Resource Biometric System and Data Analysis : Design, Evaluation, and Data Mining, by Ted Dunstone, Neil Yager, (electronic resource)

Biometric System and Data Analysis : Design, Evaluation, and Data Mining, by Ted Dunstone, Neil Yager, (electronic resource)

Label
Biometric System and Data Analysis : Design, Evaluation, and Data Mining
Title
Biometric System and Data Analysis
Title remainder
Design, Evaluation, and Data Mining
Statement of responsibility
by Ted Dunstone, Neil Yager
Creator
Contributor
Author
Author
Subject
Language
eng
Summary
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.
Is part of
http://library.link/vocab/creatorName
Dunstone, Ted
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • rYFx3S3JMHA
  • ppkUTnlQZ48
Image bit depth
0
LC call number
QH323.5
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
Yager, Neil.
http://library.link/vocab/subjectName
  • Biometry
  • Probabilities
  • Applied mathematics
  • Engineering mathematics
  • Optical data processing
  • Data mining
  • Artificial intelligence
  • Biometrics
  • Probability Theory and Stochastic Processes
  • Applications of Mathematics
  • Computer Imaging, Vision, Pattern Recognition and Graphics
  • Data Mining and Knowledge Discovery
  • Artificial Intelligence
Label
Biometric System and Data Analysis : Design, Evaluation, and Data Mining, by Ted Dunstone, Neil Yager, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Edition
1st ed. 2009.
Extent
XX, 268 p.
File format
multiple file formats
Form of item
electronic
Isbn
9780387776279
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-77627-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-0-387-77627-9
Label
Biometric System and Data Analysis : Design, Evaluation, and Data Mining, by Ted Dunstone, Neil Yager, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Edition
1st ed. 2009.
Extent
XX, 268 p.
File format
multiple file formats
Form of item
electronic
Isbn
9780387776279
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-77627-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-0-387-77627-9

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