The Gamma-Ray Burst Toolshed Is Open For Business

Tw Giblin, J Hamm,Dj Haglin, Rj Roiger

GAMMA-RAY BURSTS: 30 YEARS OF DISCOVERY(2004)

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Abstract
The GRB ToolSHED, a Gamma-Ray Burst SHell for Expeditions in Data-Mining, is now online and available via a web browser to all in the scientific community. The ToolSHED is an online web utility that contains pre-processed burst attributes of the BATSE catalog and a suite of induction-based machine learning and statistical tools for classification and cluster analysis. Users create their own login account and study burst properties within user-defined multi-dimensional parameter spaces. Although new GRB attributes are periodically added to the database for user selection, the ToolSHED has a feature that allows users to upload their own burst attributes (e.g. spectral parameters, etc.) so that additional parameter spaces can be explored. A data visualization feature using GNUplot and web-based IDL has also been implemented to provide interactive plotting of user-selected session output. In an era in which GRB observations and attributes are becoming increasingly more complex, a utility such as tire GRB ToolSHED may play an important role in deciphering GRB classes and understanding intrinsic burst properties.
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Key words
machine learning,parameter space,cluster analysis,data visualisation,gamma ray burst,pattern recognition,data mining,data visualization
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