A Prototype for Science Alerts

Details A Prototype for Science Alerts A Prototype for Science Alerts

Jan 2005

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2005esasp.576..385w&link_type=abstract

"Proceedings of the Gaia Symposium "The Three-Dimensional Universe with Gaia" (ESA SP-576). Held at the Observatoire de Paris-Me

Physics

1

Gaia, Signal Processing, Classification

Scientific paper

The alerting on rare and unusual events is the scientific equivalent of the finding of needles in haystacks or the panning for gold-dust in rivers. In modern signal processing, novelty detection is routinely performed with selforganising maps (SOMs). Here, we describe their application to the classification of data provided by large-scale surveys and to the despatching of scientific alerts for the Gaia mission.

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