A new density-based sampling algorithm
Published in Advances in intelligent systems research/Advances in Intelligent Systems Research • Jan 1, 2015
Authors:,
Frédéric Ros
Serge Guillaume
Abstract
To face the big data challenge, sampling can be used as a preprocessing step for clustering. In this paper, an hybrid algorithm is proposed. It is density-based while managing distance concepts. The algorithm behavior is investigated using synthetic and realworld data sets. The first experiments pro...
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