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High Performance Discovery in Time Series: Techniques and Case Studies
Paperback
Series: Monographs in Computer Science
General ComputersSystem Administration
ISBN13: 9781441918420
Publisher: Springer Nature
Published: Dec 12 2011
Pages: 190
Weight: 0.66
Height: 0.44 Width: 6.14 Depth: 9.21
Language: English
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.
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