Outlier Analysis /
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| Corporate Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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| Edition: | 2nd ed. 2017. |
| Subjects: |
Table of Contents:
- An Introduction to Outlier Analysis
- Probabilistic Models for Outlier Detection
- Linear Models for Outlier Detection
- Proximity-Based Outlier Detection
- High-Dimension Outlier Detection
- Outlier Ensembles
- Supervised Outlier Detection
- Categorical, Text, and Mixed Attribute Data
- Time Series and Streaming Outlier Detection
- Outlier Detection in Discrete Sequences
- Spatial Outlier Detection
- Outlier Detection in Graphs and Networks
- Applications of Outlier Analysis.