Classification and Discovery in Large Astronomical Surveys (Aip Conference Proceedings: Astronomy and Astrophysics) （2009）

Bailer-Jones, Coryn A. L. (EDT)

American Institute of Physics（2008/12発売）

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製本 Hardcover:ハードカバー版／ページ数 394 p.
言語 ENG
商品コード 9780735406131
DDC分類 520.723

Full Description

Astronomical surveys produce large amounts of photometric, spectroscopic and time-series data. Object classification, parameter determination, novelty detection and the discovery of structure in these are challenging tasks. This book, featuring contributions from both astronomers and computer scientists, discusses a broad range of astronomical problems and shows how various machine learning and statistical analysis techniques are being used to solve them.