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Anomaly Detection Principles and Algorithms

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Anomaly Detection Principles and Algorithms - Mehrotra, Kishan G., and Mohan, Chilukuri K., and Huang, HuaMing
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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 number of algorithms are succinctly described, along with a presentation of their strengths and weaknesses. The authors also cover algorithms that address different kinds of problems of interest with single and multiple time series data and multi-dimensional data. New ensemble anomaly detection algorithms are described, utilizing the benefits provided by diverse ...

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Anomaly Detection Principles and Algorithms 2019, Springer International Publishing AG, Cham

ISBN-13: 9783319884455

Paperback

Anomaly Detection Principles and Algorithms 2018, Springer, Cham

ISBN-13: 9783319675244

2017 edition

Hardcover