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Mining the Sky: Proceedings of the MPA/ESO/MPE Workshop Held at Garching, Germany, July 31 – August 4, 2000 de A.J. Banday

Mining the Sky: Proceedings of the MPA/ESO/MPE Workshop Held at Garching, Germany, July 31 – August 4, 2000: ESO Astrophysics Symposia

Editat de A.J. Banday, S. Zaroubi, M. Bartelmann
en Limba Engleză Paperback – 23 aug 2014
The book reviews methods for the numerical and statistical analysis of astronomical datasets with particular emphasis on the very large databases that arise from both existing and forthcoming projects, as well as current large-scale computer simulation studies. Leading experts give overviews of cutting-edge methods applicable in the area of astronomical data mining. Case studies demonstrate the interplay between these techniques and interesting astronomical problems. The book demonstrates specific new methods for storing, accessing, reducing, analysing, describing and visualising astronomical data which are necessary to fully exploit its potential.
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Specificații

ISBN-13: 9783662307922
ISBN-10: 3662307928
Pagini: 724
Ilustrații: XV, 705 p. 325 illus.
Dimensiuni: 155 x 235 x 38 mm
Greutate: 1 kg
Ediția:Softcover reprint of the original 1st ed. 2001
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria ESO Astrophysics Symposia

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

From the contents: Introductory Talk.- Basics of Astronomical Data Analysis and Mining.- Surveys.- Statistical Characterisation of Astronomical Spatial Data.- Classification Techniques and Applications.- Cosmic Microwave Background: Aspects of Data Analysis.- Objects and Time Variability.- Imaging Surveys.- Data Mining and Astronomical Databases.- Closing Talk.

Textul de pe ultima copertă

The book reviews methods for the numerical and statistical analysis of astronomical datasets with particular emphasis on the very large databases that arise from both existing and forthcoming projects, as well as current large-scale computer simulation studies. Leading experts give overviews of cutting-edge methods applicable in the area of astronomical data mining. Case studies demonstrate the interplay between these techniques and interesting astronomical problems. The book demonstrates specific new methods for storing, accessing, reducing, analysing, describing and visualising astronomical data which are necessary to fully exploit its potential.