Anomaly detection principles and algorithms / Kishan G. Mehrotra, Chilukuri K. Mohan, HuaMing Huang.
Mehrotra, Kishan G.; Mohan, Chilukuri K.; Huang, HuaMing.
2017
TK5105.59
Available Online

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Title Anomaly detection principles and algorithms / Kishan G. Mehrotra, Chilukuri K. Mohan, HuaMing Huang.
Author Mehrotra, Kishan G.
ISBN 9783319675268 (electronic book)
3319675265 (electronic book)
9783319675244
3319675249
DOI https://doi.org/10.1007/978-3-319-67526-8
Publication Details Cham : Springer, 2017.
Language English
Description 1 online resource (229 pages)
Item Number 10.1007/978-3-319-67526-8
Call Number TK5105.59
Dewey Decimal Classification 005.8 23
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Added Author Mohan, Chilukuri K.
Huang, HuaMing.
Series Terrorism, security, and computation.
Available in Other Form Anomaly Detection Principles and Algorithms
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
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.

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