Download or read book High Performance Discovery In Time Series written by New York University and published by Springer Science & Business Media. This book was released on 2013-11-09 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.