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Author Cristianini, Nello.

Title An introduction to support vector machines : and other kernel-based learning methods / Nello Cristianini and John Shawe-Taylor.

Imprint Cambridge ; New York : Cambridge University Press, 2000.

Copies

Location Call No. OPAC Message Status
 Axe Books 24x7 IT E-Book  Electronic Book    ---  Available
Description 1 online resource (xiii, 189 pages) : illustrations (some color)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Bibliography Includes bibliographical references (pages 173-186) and index.
Contents The learning methodology -- Linear learning machines -- Kernal-induced feature spaces -- Generalisation theory -- Optimisation theory -- Support vector machines -- Implementation techniques -- Application of support vector machines -- Pseudocode for the SMO algorithm -- Background mathematics.
Note Print version record.
Summary A comprehensive introduction to this recent method for machine learning and data mining.
Subject Support vector machines.
Kernel functions.
Apprentissage automatique.
Algorithmes.
Noyaux (Mathématiques)
COMPUTERS -- Enterprise Applications -- Business Intelligence Tools.
COMPUTERS -- Intelligence (AI) & Semantics.
Kernel functions. (OCoLC)fst00986892
Support vector machines. (OCoLC)fst01747369
Leerprocessen.
Generalisatie.
Optimaliseren.
Machine-learning.
Implementatie (dataverwerking)
Algoritmen.
Maschinelles Lernen
Support-Vektor-Maschine
Aprendizado computacional.
Inteligência artificial.
Apprentissage automatique.
Algorithme.
Machine à vecteurs de support.
Noyau (Mathématiques)
Intelligence artificielle.
Apprentissage automatique.
Acquisition des connaissances (systèmes experts)
Modèles stochastiques d'apprentissage.
Traitement vectoriel.
Noyaux (analyse fonctionnelle)
Algorithmes.
Genre/Form Electronic book.
Electronic books.
Added Author Shawe-Taylor, John.
Other Form: Print version: Cristianini, Nello. Introduction to support vector machines. Cambridge ; New York : Cambridge University Press, 2000 0521780195 (DLC) 99054716 (OCoLC)42753132
ISBN 9781139649087 (electronic bk.)
1139649086 (electronic bk.)
9780511801389 (electronic bk.)
0511801386 (electronic bk.)
9781139638623 (e-book)
1139638629 (e-book)
0521780195
9780521780193
Standard No. AU@ 000053223224
DEBBG BV042962819
DEBSZ 423752545
GBVCP 799408107

 
    
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