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Support vector machines and perceptr...

Murty, M.N.

Support vector machines and perceptronslearning, optimization, classification, and application to social networks /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Support vector machines and perceptronsby M.N. Murty, Rashmi Raghava.
Reminder of title:	learning, optimization, classification, and application to social networks /
Author:	Murty, M.N.
other author:	Raghava, Rashmi.
Published:	Cham :Springer International Publishing :2016.
Description:	xiii, 95 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Support vector machines.
Online resource:	http://dx.doi.org/10.1007/978-3-319-41063-0
ISBN:	9783319410630$q(electronic bk.)

Support vector machines and perceptronslearning, optimization, classification, and application to social networks /
Murty, M.N.

Support vector machines and perceptronslearning, optimization, classification, and application to social networks /[electronic resource] :by M.N. Murty, Rashmi Raghava. - Cham :Springer International Publishing :2016. - xiii, 95 p. :ill., digital ;24 cm. - SpringerBriefs in computer science,2191-5768. - SpringerBriefs in computer science..

Introduction -- Linear Discriminant Function -- Perceptron -- Linear Support Vector Machines -- Kernel Based SVM -- Application to Social Networks -- Conclusion.

ISBN: 9783319410630$q(electronic bk.)

Standard No.: 10.1007/978-3-319-41063-0doiSubjects--Topical Terms:

679056
Support vector machines.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Support vector machines and perceptronslearning, optimization, classification, and application to social networks /
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245 1 0 $a Support vector machines and perceptrons $h [electronic resource] : $b learning, optimization, classification, and application to social networks / $c by M.N. Murty, Rashmi Raghava.
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505 0 $a Introduction -- Linear Discriminant Function -- Perceptron -- Linear Support Vector Machines -- Kernel Based SVM -- Application to Social Networks -- Conclusion.
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650 2 4 $a Pattern Recognition. $3 273706
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Algorithm Analysis and Problem Complexity. $3 273702
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650 2 4 $a System Performance and Evaluation. $3 273898
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