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Titlebook: Clustering High--Dimensional Data; First International Francesco Masulli,Alfredo Petrosino,Stefano Rovett Conference proceedings 2015 Spri

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A Rough Fuzzy Perspective to Dimensionality Reduction, helps to exploit, at the same time, properties like coarseness and vagueness. We describe a model of the hybridization of rough and fuzzy sets, that allows for further refinements of rough fuzzy sets and show its application to the task of unsupervised feature selection.
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0302-9743 igh dimensionality; and the most common approach to tackle dimensionality problems, namely, dimensionality reduction and its application in clustering. .978-3-662-48576-7978-3-662-48577-4Series ISSN 0302-9743 Series E-ISSN 1611-3349
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