MRPR: a MapReduce solution for prototype reduction in big data classification

In the era of big data, analyzing and extracting knowledge from large-scale data sets is a very interesting and challenging task. The application of standard data mining tools in such data sets is not straightforward. Hence, a new class of scalable mining method that embraces the huge storage and pr...

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Bibliographic Details
Main Authors: Triguero, Isaac, Peralta, Daniel, Bacardit, Jaume, García, Salvador, Herrera, Francisco
Format: Article
Published: Elsevier 2015
Subjects:
Online Access:https://eprints.nottingham.ac.uk/45415/