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001 -Identificacion Principal del registro
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Identificacion Principal del registro
INGC-EBK-000546
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003 -Control Number Identifier
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Control Number Identifier
AR-LpUFI
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005 -LAST MODIFICATION DATE
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LAST MODIFICATION DATE
20160902113703
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007 -CONTROL FIELD
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CONTROL FIELD
cr nn 008mamaa
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008 -CONTROL FIELD
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CONTROL FIELD
140515s2014 gw | s |||| 0|eng d
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020 -INTERNATIONAL STANDARD BOOK NUMBER
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a
International Standard Book Number
9783319069418
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024 -OTHER STANDARD IDENTIFIER
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a
Standard number or code
10.1007/978-3-319-06941-8
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100 -MAIN ENTRY--PERSONAL NAME
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a
Personal name
Stoean, Catalin.
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245 -TITLE STATEMENT
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a
Title
Support Vector Machines and Evolutionary Algorithms for Classification
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h
Medium
[libro electrónico] : ;
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b
Remainder of title
Single or Together? /
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c
Statement of responsibility, etc
by Catalin Stoean, Ruxandra Stoean.
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260 -PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
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a
Place of publication, distribution, etc
Cham :
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b
Name of publisher, distributor, etc
Springer International Publishing :
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b
Name of publisher, distributor, etc
Imprint: Springer,
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c
Date of publication, distribution, etc
2014.
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300 -PHYSICAL DESCRIPTION
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a
Extent
xvi, 122 p. :
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b
Other physical details
il.
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490 -SERIES STATEMENT
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a
Series statement
Intelligent Systems Reference Library,
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x
International Standard Serial Number
1868-4394 ;
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v
Volume number/sequential designation
69
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505 -FORMATTED CONTENTS NOTE
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a
Formatted contents note
Support Vector Machines -- Evolutionary Algorithms -- Support Vector Machines and Evolutionary Algorithms.
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520 -SUMMARY, ETC.
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a
Summary, etc
When discussing classification, support vector machines are known to be a capable and efficient technique to learn and predict with high accuracy within a quick time frame. Yet, their black box means to do so make the practical users quite circumspect about relying on it, without much understanding of the how and why of its predictions. The question raised in this book is how can this â_~masked heroâ_T be made more comprehensible and friendly to the public: provide a surrogate model for its hidden optimization engine, replace the method completely or appoint a more friendly approach to tag along and offer the much desired explanations? Evolutionary algorithms can do all these and this book presents such possibilities of achieving high accuracy, comprehensibility, reasonable runtime as well as unconstrained performance.
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650 -SUBJECT ADDED ENTRY--TOPICAL TERM
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a
Topical term or geographic name as entry element
Engineering.
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650 -SUBJECT ADDED ENTRY--TOPICAL TERM
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a
Topical term or geographic name as entry element
Computational intelligence.
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650 -SUBJECT ADDED ENTRY--TOPICAL TERM
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a
Topical term or geographic name as entry element
Artificial Intelligence (incl. Robotics).
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700 -ADDED ENTRY--PERSONAL NAME
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a
Personal name
Stoean, Ruxandra.
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856 -ELECTRONIC LOCATION AND ACCESS
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u
Uniform Resource Identifier (R)
http://dx.doi.org/10.1007/978-3-319-06941-8
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942 -Biblioitem information
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929 -Medio de adquisicion
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