Knowledge-Based Systems in Astronomy: 329 - Brossura

 
9783662137338: Knowledge-Based Systems in Astronomy: 329
Brossura
ISBN 10: 366213733X ISBN 13: 9783662137338
Casa editrice: Springer, 2014

Sinossi

This book gives a synthesis of the state of the art in artificial intelligence in astronomy and astrophysics, presents its current applications and points out directions of future work. The individual chapters report on the application of artificial intelligence techniques for large astronomical surveys, for processing cosmic ray data, for facilitating data reduction using image processing systems, for telescope scheduling, for observatory ground support operations, for observation proposal preparation assistance, and for scientific applications such as stellar spectral and galaxy morphology classification. The new field of connectionism (neural networks) is also surveyed. The book is designed to be self-contained: a glossary of terms used in this area is provided and an index of terms, acronyms and proper names completes the book.

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Contenuti

Artificial intelligence applications for Hubble Space Telescope operations.- Knowledge based telescope scheduling.- Survey work with automated data analysis.- Distributed point-pattern matching.- Decision problems in the search for periodicities in gamma-ray astronomy. How can A.I. help?.- Classification and knowledge.- WOLF — A computer expert system for sunspot classification and solar flare prediction.- Knowledge based classification of galaxies.- Classification of IUE spectra: A rule based approach.- Representation of knowledge using Fuzzy set theory.- An approach to heuristic exploitation of astronomers' knowledge in automatic interpretation of optical pictures.- Connectionism and neural networks.- Applications of AI in astronomy: A view towards the future.

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Editore
Springer
Data di pubblicazione
2014
Lingua
Inglese
ISBN 10 
366213733X
ISBN 13 
9783662137338
Rilegatura
Copertina flessibile
Numero di pagine
292
Redattore
HECK Andre, Murtagh Fionn
Contatto del produttore
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Germania

Altre edizioni note dello stesso titolo

9783540510444: Knowledge-Based Systems in Astronomy: A Topical Volume

Edizione in evidenza

ISBN 10:  3540510443 ISBN 13:  9783540510444
Casa editrice: Springer-Verlag Berlin and Heide..., 1989
Rilegato