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Astroinformatics, data mining and the future of astronomical research

Brescia, Massimo and Longo, Giuseppe (2013) Astroinformatics, data mining and the future of astronomical research. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 720 . pp. 92-94. ISSN 0168-9002. doi:10.1016/j.nima.2012.12.027. https://resolver.caltech.edu/CaltechAUTHORS:20130730-100503732

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Abstract

Astronomy, as many other scientific disciplines, is facing a true data deluge which is bound to change both the praxis and the methodology of every day research work. The emerging field of astroinformatics, while on the one end appears crucial to face the technological challenges, on the other is opening new exciting perspectives for new astronomical discoveries through the implementation of advanced data mining procedures. The complexity of astronomical data and the variety of scientific problems, however, call for innovative algorithms and methods as well as for an extreme usage of ICT technologies.


Item Type:Article
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1016/j.nima.2012.12.027DOIArticle
http://www.sciencedirect.com/science/article/pii/S0168900212015604PublisherArticle
http://arxiv.org/abs/1201.1867arXivDiscussion Paper
ORCID:
AuthorORCID
Brescia, Massimo0000-0001-9506-5680
Longo, Giuseppe0000-0002-9182-8414
Additional Information:© 2012 Elsevier B.V. Available online 21 December 2012.
Subject Keywords:Astroinformatics; Data mining; Virtual organizations
DOI:10.1016/j.nima.2012.12.027
Record Number:CaltechAUTHORS:20130730-100503732
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20130730-100503732
Official Citation:Massimo Brescia, Giuseppe Longo, Astroinformatics, data mining and the future of astronomical research, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Volume 720, 21 August 2013, Pages 92-94, ISSN 0168-9002, http://dx.doi.org/10.1016/j.nima.2012.12.027. (http://www.sciencedirect.com/science/article/pii/S0168900212015604)
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:39648
Collection:CaltechAUTHORS
Deposited By: Ruth Sustaita
Deposited On:30 Jul 2013 17:27
Last Modified:09 Nov 2021 23:46

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