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Huang, HuaMing

Anomaly Detection Principles and Algorithms

Huang, HuaMing - Anomaly Detection Principles and Algorithms, ebook

130,70€

Ebook, PDF with Adobe DRM
ISBN: 9783319675268
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Table of contents

Part I. Principles

1. Introduction
Kishan G. Mehrotra, Chilukuri K. Mohan, HuaMing Huang

2. Anomaly Detection
Kishan G. Mehrotra, Chilukuri K. Mohan, HuaMing Huang

3. Distance-Based Anomaly Detection Approaches
Kishan G. Mehrotra, Chilukuri K. Mohan, HuaMing Huang

4. Clustering-Based Anomaly Detection Approaches
Kishan G. Mehrotra, Chilukuri K. Mohan, HuaMing Huang

5. Model-Based Anomaly Detection Approaches
Kishan G. Mehrotra, Chilukuri K. Mohan, HuaMing Huang

Part II. Algorithms

6. Distance and Density Based Approaches
Kishan G. Mehrotra, Chilukuri K. Mohan, HuaMing Huang

7. Rank Based Approaches
Kishan G. Mehrotra, Chilukuri K. Mohan, HuaMing Huang

8. Ensemble Methods
Kishan G. Mehrotra, Chilukuri K. Mohan, HuaMing Huang

9. Algorithms for Time Series Data
Kishan G. Mehrotra, Chilukuri K. Mohan, HuaMing Huang

Keywords: Computer Science, Data Mining and Knowledge Discovery, Pattern Recognition, Security

Author(s)
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
Terrorism, Security, and Computation
Page amount
22 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783319675268
Printed ISBN
978-3-319-67524-4

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