INTERNATIONAL STANDARD BOOK NUMBER
Qualification
(electronic bk.)
Qualification
(electronic bk.)
(Number (ISBN
9783030222734
(Number (ISBN
303022273X
Erroneous ISBN
3030222721
Erroneous ISBN
9783030222727
INTERNATIONAL STANDARD MUSIC NUMBER
(Number (ISMN
10.1007/978-3-030-22
NATIONAL BIBLIOGRAPHY NUMBER
Number
15045
OTHER SYSTEM CONTROL NUMBERS
System Control Number
(OCoLC)1124908578
Cancelled or Invalid Control Number
(OCoLC)1125995647
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Pattern recognition and computational intelligence techniques using Matlab /
First Statement of Responsibility
E.S. Gopi.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
[2020]
Date of Publication, Distribution, etc.
�2020.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource.
SERIES
Series Title
Transactions on computational science and computational intelligence,
ISSN of Series
2569-7072.
GENERAL NOTES
Text of Note
Includes index.
NOTES PERTAINING TO BINDING AND AVAILABILITY
Text of Note
Available to OhioLINK libraries.
CONTENTS NOTE
Text of Note
Chapter1: Dimensionality Reduction Techniques -- Chapter2: Linear classifier techniques -- Chapter3: Regression techniques. Chapter4: Probabilistic supervised classifier and unsupervised clustering -- Chapter5: Computational intelligence -- Chapter6: Statistical test in pattern recognition.
0
SUMMARY OR ABSTRACT
Text of Note
This book presents the complex topic of using computational intelligence for pattern recognition in a straightforward and applicable way, using Matlab to illustrate topics and concepts. The author covers computational intelligence tools like particle swarm optimization, bacterial foraging, simulated annealing, genetic algorithm, and artificial neural networks. The Matlab based illustrations along with the code are given for every topic. Readers get a quick basic understanding of various pattern recognition techniques using only the required depth in math. The Matlab program and algorithm are given along with the running text, providing clarity and usefulness of the various techniques. Presents pattern recognition and the computational intelligence using Matlab; Includes mixtures of theory, math, and algorithms, letting readers understand the concepts quickly; Outlines an array of classifiers, various regression models, statistical tests and the techniques for pattern recognition using computational intelligence.
OTHER EDITION IN ANOTHER MEDIUM
Author
Gopi, E.S.
Place of Publication
Cham : Springer, �2020
Title
Pattern recognition and computational intelligence techniques using Matlab.
International Standard Book Number
9783030222727
Bibliographic Record Identifier
(OCoLC)1101356497.
TOPICAL NAME USED AS SUBJECT
Entry Element
Pattern recognition systems.
Entry Element
Computer vision.
Entry Element
Computational intelligence.
DEWEY DECIMAL CLASSIFICATION
Number
006
.
4
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
TK7882
Book number
.
P3G65
2020
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Gopi, E. S.
CORPORATE BODY NAME - SECONDARY RESPONSIBILITY
Entry Element
Ohio Library and Information Network.
ORIGINATING SOURCE
Date of Transaction
20230627074037.1
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier
http://rave.ohiolink.edu/ebooks/ebc/9783030222734
Uniform Resource Identifier
http://link.springer.com/10.1007/978-3-030-22273-4
Uniform Resource Identifier
http://proxy.ohiolink.edu:9099/login?url=http://link.springer.com/10.1007/978-3-030-22273-4
Public note
Connect to resource
Public note
Connect to resource
Public note
Connect to resource (off-campus)
BL
270410
Y
