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High Performance Discovery In Time Series by New York University
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Description

Overview and Goals Data arriving in time order (a data stream) arises in fields ranging from physics to finance to medicine to music, just to name a few. Often the data comes from sensors (in physics and medicine for example) whose data rates continue to improve dramati­ cally as sensor technology improves. Further, the number of sensors is increasing, so correlating data between sensors becomes ever more critical in orderto distill knowl­ edge from the data. On-line response is desirable in many applications (e.g., to aim a telescope at a burst of activity in a galaxy or to perform magnetic resonance-based real-time surgery). These factors - data size, bursts, correlation, and fast response­ motivate this book. Our goal is to help you design fast, scalable algorithms for the analysis of single or multiple time series. Not only will you find useful techniques and systems built from simple primi­ tives, but creative readers will find many other applications of these primitives and may see how to create new ones of their own. Our goal, then, is to help research mathematicians and computer scientists find new algorithms and to help working scientists and financial mathematicians design better, faster software.
Release date NZ
December 12th, 2011
Audience
  • Professional & Vocational
Contributors
  • Edited by Donna Ryan
  • Edited by New York University
Edition
Softcover reprint of the original 1st ed. 2004
Illustrations
45 Illustrations, black and white; XV, 190 p. 45 illus.
Pages
190
Dimensions
156x234x11
ISBN-13
9781441918420
Product ID
10817465

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