High Performance Discovery In Time Series

Author: New York University
Publisher: Springer Science & Business Media
ISBN: 1475740468
Size: 24.32 MB
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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.

Biomedical Applications Based On Natural And Artificial Computing

Author: José Manuel Ferrández Vicente
Publisher: Springer
ISBN: 3319597736
Size: 70.47 MB
Format: PDF
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The two volumes LNCS 10337 and 10338 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, held in Corunna, Spain, in June 2017. The total of 102 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on natural and artificial computation for biomedicine and neuroscience, addressing topics such as theoretical neural computation; models; natural computing in bioinformatics; physiological computing in affective smart environments; emotions; as well as signal processing and machine learning applied to biomedical and neuroscience applications. The second volume deals with biomedical applications; mobile brain computer interaction; human robot interaction; deep learning; machine learning applied to big data analysis; computational intelligence in data coding and transmission; and applications.

Homeland Security Technology Challenges

Author: Giorgio Franceschetti
Publisher: Artech House
ISBN: 1596932902
Size: 43.17 MB
Format: PDF, Mobi
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This practical book offers you expert guidance on sensors and the preprocessing of sensed data, the handling of sensed data with secure and safe procedures, and the design, modeling and simulation of complex HS systems. You learn how to store, encrypt and mine sensitive data. Further, the book shows how data is transmitted and received along wired or wireless networks, operating on electromagnetic channels.

Software Configuration Management Using Vesta

Author: Clark Allan Heydon
Publisher: Springer Science & Business Media
ISBN: 9780387308524
Size: 17.82 MB
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Helps in the development of large software projects. Uses a well-known open-source software prototype system (Vesta developed at Digital and Compaq Systems Research Lab).

Data Mining For Scientific And Engineering Applications

Author: R.L. Grossman
Publisher: Springer Science & Business Media
ISBN: 9781402000331
Size: 28.91 MB
Format: PDF, ePub, Docs
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Advances in technology are making massive data sets common in many scientific disciplines, such as astronomy, medical imaging, bio-informatics, combinatorial chemistry, remote sensing, and physics. To find useful information in these data sets, scientists and engineers are turning to data mining techniques. This book is a collection of papers based on the first two in a series of workshops on mining scientific datasets. It illustrates the diversity of problems and application areas that can benefit from data mining, as well as the issues and challenges that differentiate scientific data mining from its commercial counterpart. While the focus of the book is on mining scientific data, the work is of broader interest as many of the techniques can be applied equally well to data arising in business and web applications. Audience: This work would be an excellent text for students and researchers who are familiar with the basic principles of data mining and want to learn more about the application of data mining to their problem in science or engineering.