By Charu C. Aggarwal
ISBN-10: 3319475770
ISBN-13: 9783319475776
- Basic algorithms: Chapters 1 via 7 talk about the elemental algorithms for outlier research, together with probabilistic and statistical tools, linear tools, proximity-based equipment, high-dimensional (subspace) equipment, ensemble equipment, and supervised methods.
- Domain-specific tools: Chapters eight via 12 speak about outlier detection algorithms for varied domain names of knowledge, equivalent to textual content, express information, time-series facts, discrete series info, spatial information, and community data.
- Applications: bankruptcy thirteen is dedicated to varied purposes of outlier research. a few suggestions can also be supplied for the practitioner.
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Outlier Analysis by Charu C. Aggarwal
by Daniel
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