Mining the Sky: Proceedings of the Mpa/Eso/Mpe Workshop Held at Garching, Germany, July 31 - August 4, 2000

ISBN-13: 9783540424680 / Angielski / Twarda / 2001 / 705 str.

A. J. Banday; S. Zaroubi; M. Bartelmann

Opis

The book reviews methods for the analysis of astronomical datasets, particularly emphasizing very large databases arising 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.

Spis treści

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.

Blurb

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.