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High Performance Discovery In Time Series

Techniques and Case Studies
 Buch
Besorgungstitel | Lieferzeit:3-5 Tage I
ISBN-13:
9780387008578
Einband:
Buch
Seiten:
190
Autor:
Dennis Shasha
Gewicht:
435 g
Format:
23.5x15.5x cm
Serie:
Monographs in Computer Science
Sprache:
Englisch
Beschreibung:

I--REVIEW OF TECHNIQUES: Time series preliminaries Data reduction and transformation techniques Indexing methods Flexible similarity search II--CASE STUDIES: StatStream Query by humming Elastic burst detection A call to exploration Answers to questions References Index
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.

I--REVIEW OF TECHNIQUES: Time series preliminaries Data reduction and transformation techniques Indexing methods Flexible similarity search II--CASE STUDIES: StatStream Query by humming Elastic burst detection A call to exploration Answers to questions References Index
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.
Autor: Dennis Shasha
ISBN-13:: 9780387008578
ISBN: 0387008578
Verlag: Springer, Berlin
Gewicht: 435g
Seiten: 190
Sprache: Englisch
Sonstiges: Buch, 23.5x15.5x cm, 45 SW-Abb.