This monograph is a technical survey of concepts and techniques for describing and analyzing large-scale time-series data streams. Some topics covered are algorithms for query by humming, gamma-ray burst detection, pairs trading, and density detection. Included are self-contained descriptions of wavelets, fast Fourier transforms, and sketches as they apply to time-series analysis. Detailed applications are built on a solid scientific basis.
- ISBN:
- 9781441918420
- 9781441918420
-
Category:
- Mathematical theory of computation
- Format:
- Paperback
- Publication Date:
-
12-12-2011
- Language:
- English
- Publisher:
- Springer-Verlag New York Inc.
- Country of origin:
- United States
- Pages:
- 190
- Dimensions (mm):
- 235x155x11mm
- Weight:
- 0.33kg
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