Coverart for item
The Resource Pattern recognition : an algorithmic approach, M. Narasimha Murty [and] V. Susheela Devi

Pattern recognition : an algorithmic approach, M. Narasimha Murty [and] V. Susheela Devi

Label
Pattern recognition : an algorithmic approach
Title
Pattern recognition
Title remainder
an algorithmic approach
Statement of responsibility
M. Narasimha Murty [and] V. Susheela Devi
Title variation
Algorithmic approach
Creator
Contributor
Author
Subject
Language
eng
Summary
Observing the environment, and recognising patterns for the purpose of decision-making, is fundamental to human nature. The scientific discipline of pattern recognition (PR) is devoted to how machines use computing to discern patterns in the real world. This must-read textbook provides an exposition of principal topics in PR using an algorithmic approach. Presenting a thorough introduction to the concepts of PR and a systematic account of the major topics, the text also reviews the vast progress made in the field in recent years. The algorithmic approach makes the material more accessible to computer science and engineering students
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Murty, M. Narasimha
Dewey number
006.4
Illustrations
illustrations
Index
index present
LC call number
TK7882.P3
LC item number
M87 2011
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Devi, V. Susheela
Series statement
Undergraduate topics in computer science
http://library.link/vocab/subjectName
  • Pattern recognition systems
  • Computer vision
  • Informatique
  • Computer vision
  • Pattern recognition systems
Label
Pattern recognition : an algorithmic approach, M. Narasimha Murty [and] V. Susheela Devi
Instantiates
Publication
Bibliography note
Includes bibliographical references at chapter ends, and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Clustering
  • Summary
  • An application : handwritten digit recognition
  • Introduction
  • Representation
  • Nearest neighbour based classifiers
  • Bayes classifier
  • Hidden Markov models
  • Decision trees
  • Support vector machines
  • Combination of classifiers
Control code
733543250
Dimensions
unknown
Extent
1 online resource (x, 263 pages)
Form of item
online
Isbn
9780857294951
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-85729-495-1
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-0-85729-494-4
Specific material designation
remote
System control number
(OCoLC)733543250
Label
Pattern recognition : an algorithmic approach, M. Narasimha Murty [and] V. Susheela Devi
Publication
Bibliography note
Includes bibliographical references at chapter ends, and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Clustering
  • Summary
  • An application : handwritten digit recognition
  • Introduction
  • Representation
  • Nearest neighbour based classifiers
  • Bayes classifier
  • Hidden Markov models
  • Decision trees
  • Support vector machines
  • Combination of classifiers
Control code
733543250
Dimensions
unknown
Extent
1 online resource (x, 263 pages)
Form of item
online
Isbn
9780857294951
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-85729-495-1
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-0-85729-494-4
Specific material designation
remote
System control number
(OCoLC)733543250

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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