A theoretical formal model for mining transient events among databases of high energy astrophysics experiments

Details A theoretical formal model for mining transient events among databases of high energy astrophysics experiments A theoretical formal model for mining transient events among databases of high energy astrophysics experiments

Jun 2004

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2004aspc..312..528l&link_type=abstract

Third Rome Workshop on Gamma-Ray Bursts in the Afterglow Era ASP Conference Series, Volume 312, Proceedings of the conference he

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Computation

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Data on transient events, like GRBs, are often contained in large archives of unstructured data from space experiments, merged with potentially large amount of background or simply undesired information. We present a computational formal model to apply techniques of modern computer science - such as Data Mining (DM) and Knowledge Discovering in Databases (KDD) - to a generic, large database derived from a high energy astrophysics experiment. This method is aimed to search, identify and extract expected information, and maybe to discover unexpected information.

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