New York University,
Donna Ryan
Springer New York
0e druk, 2011
9781441918420
High Performance Discovery In Time Series
Techniques and Case Studies
Specificaties
Paperback, 190 blz.
|
Engels
Springer New York |
0e druk, 2011
ISBN13: 9781441918420
Rubricering
Onderdeel van serie
Monographs in Computer Science
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9781441918420
Taal:Engels
Bindwijze:paperback
Aantal pagina's:190
Uitgever:Springer New York
Druk:0
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Inhoudsopgave
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