Improving clustering by imposing network information

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چکیده

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Improving clustering by imposing network information

Cluster analysis is one of the most popular data analysis tools in a wide range of applied disciplines. We propose and justify a computationally efficient and straightforward-to-implement way of imposing the available information from networks/graphs (a priori available in many application areas) on a broad family of clustering methods. The introduced approach is illustrated on the problem of a...

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ژورنال

عنوان ژورنال: Science Advances

سال: 2015

ISSN: 2375-2548

DOI: 10.1126/sciadv.1500163