M. N. Murty, Rashmi Raghava

Support Vector Machines and Perceptrons (eBook, PDF)

Learning, Optimization, Classification, and Application to Social Networks

• Format: PDF

Produktbeschreibung

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Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, B, BG, CY, CZ, D, DK, EW, E, FIN, F, GR, HR, H, IRL, I, LT, L, LR, M, NL, PL, P, R, S, SLO, SK ausgeliefert werden.

Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 95
• Erscheinungstermin: 16. August 2016
• Englisch
• ISBN-13: 9783319410630
• Artikelnr.: 46924050

Autorenporträt

Dr. M. Narasimha Murty is a professor in the Department of Computer Science and Automation at the Indian Institute of Science, Bangalore.

Inhaltsangabe

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

Rezensionen

"The book deals primarily with classification, focused on linear classifiers. ... It is intended to senior undergraduate and graduate students and researchers working in machine learning, data mining and pattern recognition." (Smaranda Belciug, zbMATH 1365.68003, 2017)