9783030369613 - Classification Methods for Internet Applications: 69 (studies in Big Data, 69) by Holeňa, Martin; Pulc, Petr; Kopp, Martin (11 results)
Language: English
Published by Springer, 2020
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Published by Springer, 2020
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Published by Springer, 2020
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Classification Methods for Internet Applications
Holena, Martin (Author)/ Pulc, Petr (Author)/ Kopp, Martin (Author)
Language: English
Published by Springer, 2020
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Language: English
Published by Springer International Publishing, 2020
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 s…olved 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.
Language: English
Published by Springer, 2020
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Language: English
Published by Springer International Publishing Jan 2020, 2020
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 p…roblems 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. 296 pp. Englisch.
Language: English
Published by Springer International Publishing, 2020
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Shows that a key functionality of several important Internet applications is actually the functionality of a classifierDescribes various statistical and machine learning methodsIncludes classification me…thods with potential future use in .
Language: English
Published by Springer, 2020
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Language: English
Published by Springer, 2020
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Published by Springer, Springer Jan 2020, 2020
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Buch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -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 probl…ems 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.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 296 pp. Englisch.
