High Performance Discovery In Time Series (eBook, PDF)
eBook, PDF

High Performance Discovery In Time Series (eBook, PDF)

Techniques and Case Studies

Redaktion: New York University Courant Inst. Mathematical Sciences; Ryan, Donna
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This book presents concepts and techniques for describing and analyzing large-scale time-series data streams, which, for example, is critical for complex real-world data in telecommunications, bioinformatics, and finance databases. The work aims at efficient discovery in time series, rather than at prediction, and presents rapid-discovery techniques for finding portions of time series with many events (i.e., gamma-ray scatterings) and finding closely related time series (i.e., highly correlated price histories or musical melodies). Database and online Web Services researchers and professionals...

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