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| Paper: |
A Theoretical Formal Model for Mining Transient Events Among Databases of High Energy Astrophysics Experiments |
| Volume: |
312, Third Rome Workshop on Gamma-Ray Bursts in the Afterglow Era |
| Page: |
528 |
| Authors: |
Lazzarotto, F.; Feroci, M.; Pazienza, M.T. |
| Abstract: |
Data on transient events, like GRBs, are often contained in large archives of unstructured data from space experiments, merged with potentially large amounts 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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