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
Resource Information
The item Pattern recognition : an algorithmic approach, M. Narasimha Murty [and] V. Susheela Devi represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.This item is available to borrow from 2 library branches.
Resource Information
The item Pattern recognition : an algorithmic approach, M. Narasimha Murty [and] V. Susheela Devi represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.
This item is available to borrow from 2 library branches.
- 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
- Language
- eng
- Extent
- 1 online resource (x, 263 pages)
- 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
- Isbn
- 9780857294951
- 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
- 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
- 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
- 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
- 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
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.missouri.edu/portal/Pattern-recognition--an-algorithmic-approach-M./L86VkjteWW8/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/Pattern-recognition--an-algorithmic-approach-M./L86VkjteWW8/">Pattern recognition : an algorithmic approach, M. Narasimha Murty [and] V. Susheela Devi</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>
