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Outlier Analysis

Charu C. Aggarwal

978-3-319-47578-3

2017
Edition 2
- Provides all the fundamental algorithms for outlier analysis in great detail including those for advanced data types, including specific insights into when and why particular algorithms work effectively
- Discusses the latest ideas in the field such as outlier ensembles, matrix factorization, kernel methods, and neural networks
- Covers theoretical and practical aspects of outlier analysis including specific practical details for accurate implementation
- Offers numerous illustrations and exercises for classroom teaching, including a solution manual
- Includes supplementary material: sn.pub/extras
- Request lecturer material: sn.pub/lecturer-material
€419 €377
10% OFF

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