Anomaly Detection Principles and Algorithms

Language: English

Published by Palgrave Macmillan, 2019

331988445X / 9783319884455

Series: Book 5 of 7 - Terrorism, Security, and Computation

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Softcover

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nach der Bestellung gedruckt Neuware - Printed after ordering - This book provides a readable and elegant presentation of the principles of anomaly detection,providing an easy introduction for newcomers to the field. A large numberof algorithms are succinctly described, along with a presentation of theirstrengths and weaknesses.The authors also cover algorithms that addressdifferent kinds of problems of interest with single and multiple time seriesdata and multi-dimensional data. New ensemble anomaly detectionalgorithms are described, utilizing the benefits provided by diversealgorithms, each of which work well on some kinds of data.With advancements in technology and the extensive use of the internet asa medium for communications and commerce, there has been atremendous increase in the threats faced by individuals and organizationsfrom attackers and criminal entities. Variations in the observable behaviorsof individuals (from others and from their own past behaviors) have beenfound to be useful in predicting potential problems of various kinds. Hencecomputer scientists and statisticians have been conducting research on automatically identifying anomalies in large datasets. This book will primarily target practitioners and researchers who are newcomers to the area of modern anomaly detection techniques. Advanced-level students in computer science will also find this book helpful with their studies.…

Seller Inventory # 9783319884455

Title
Anomaly Detection Principles and Algorithms
Author
Kishan G. Mehrotra
Publisher
Palgrave Macmillan
Publication year
2019
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
331988445X
ISBN 13
9783319884455
Item weight
371 grams
Dimensions
235x155x14 mm
Series
Book 5 of 7: Terrorism, Security, and Computation

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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