How the result of graph clustering methods depends on the construction of the graph
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چکیده
منابع مشابه
How the result of graph clustering methods depends on the construction of the graph
We study the scenario of graph-based clustering algorithms such as spectral clustering. Given a set of data points, one first has to construct a graph on the data points and then apply a graph clustering algorithm to find a suitable partition of the graph. Our main question is if and how the construction of the graph (choice of the graph, choice of parameters, choice of weights) influences the ...
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ژورنال
عنوان ژورنال: ESAIM: Probability and Statistics
سال: 2013
ISSN: 1292-8100,1262-3318
DOI: 10.1051/ps/2012001