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Classification Methods for Internet Applications
Engelsk
Bogcover for Classification Methods for Internet Applications af Martin Kopp, Petr Pulc, Martin Holena, 9783030369644
Specifikationer
Sprog:
Engelsk
Sider:
281
ISBN-13:
9783030369644
Indbinding:
Paperback
ISBN-10:
3030369641
Udg. Dato:
30 jan 2021
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
30 jan 2021

Classification Methods for Internet Applications

Engelsk
Paperback 2021
Format:

Bog beskrivelse

This book explores internet applications in which a crucial role is played by classification, such as spam filtering, recommender systems, malware detection, intrusion detection and sentiment analysis. It explains how such classification problems can be solved using various statistical and machine learning methods, including K nearest neighbours, Bayesian classifiers, the logit method, discriminant analysis, several kinds of artificial neural networks, support vector machines, classification trees and other kinds of rule-based methods, as well as random forests and other kinds of classifier ensembles. The book covers a wide range of available classification methods and their variants, not only those that have already been used in the considered kinds of applications, but also those that have the potential to be used in them in the future. The book is a valuable resource for post-graduate students and professionals alike.

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Specifikationer
Sprog:
Engelsk
Sider:
281
ISBN-13:
9783030369644
Indbinding:
Paperback
ISBN-10:
3030369641
Udg. Dato:
30 jan 2021
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
30 jan 2021
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