A Multiclustering Evolutionary Hyperrectangle-Based Algorithm
Luis Alfonso Pérez Martos,
Ángel Miguel García-Vico,
Pedro González
et al.
Abstract:Clustering is a grouping technique that has long been used to relate data homogeneously. With the huge growth of complex datasets from different sources in the last decade, new paradigms have emerged. Multiclustering is a new concept within clustering that attempts to simultaneously generate multiple clusters that are bound to be different from each other, allowing to analyze and discover hidden patterns in the dataset compared to single clustering methods. This paper presents a hybrid methodology based on an … Show more
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