Buch

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Übersicht

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Verlag	:	Springer International Publishing
Buchreihe	:	Terrorism, Security, and Computation
Sprache	:	Englisch
Erschienen	:	06. 06. 2019
Seiten	:	217
Einband	:	Kartoniert
Höhe	:	235 mm
Breite	:	155 mm
Gewicht	:	373 g
ISBN	:	9783319884455
Sprache	:	Englisch

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Inhaltsverzeichnis

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1 Introduction.- 2 Anomaly Detection.- 3 Distance-based Anomaly Detection Approaches.- 4 Clustering-based Anomaly Detection Approaches.- 5 Model-based Anomaly Detection Approaches.- 6 Distance and Density Based Approaches.- 7 Rank Based Approaches.- 8 Ensemble Methods.- 9 Algorithms for Time Series Data.- Datasets for Evaluation.- Datasets for Time Series Experiments.

Pressestimmen

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“This book presents the interesting topic of anomaly detection for a very broad audience. … The presentation is really useful: for each technique, some motivation is given, including real-life situations, a comprehensible formalization, and pros and cons, which gives readers an idea of how useful the technique will be in practice. … Probably the most important contribution of the book is its citations and references for further reading, which may help casual readers better understand each technique … .” (Santiago Escobar, Computing Reviews, January, 2019)

Deine Buchhandlung

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