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Automated Analysis of a Large-Scale Sky Survey: The SKICAT SystemWe describe the application of decision tree based classification techniques to the development of an automated tool for the reduction of a large scientific data set. The primary benefits of the SKICAT approach are increased data reduction throughput, repeatability, and consistency of classification.
Document ID
20060038785
Acquisition Source
Jet Propulsion Laboratory
Document Type
Preprint (Draft being sent to journal)
External Source(s)
Authors
Fayyad, U.
Weir, N.
Djorgovski, S.
Date Acquired
August 23, 2013
Publication Date
July 11, 1993
Distribution Limits
Public
Copyright
Other
Keywords
data analysis image databases
machine learning application (large-scale) decision tree learning scientific

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