66 citations · 104 across the 6 of their papers we have counts for
Showing 2006 · cond-mat.dis-nnShow all
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cond-mat.dis-nn2006
Semi-supervised learning by search of optimal target vector
Leonardo Angelini, Daniele Marinazzo, Mario Pellicoro +1
We introduce a semi-supervised learning estimator which tends to the first kernel principal component as the number of labelled points vanishes. Our approach is based on the notion…
cond-mat.dis-nn2006★ 66 cited
Identification of network modules by optimization of ratio association
Leonardo Angelini, Stefano Boccaletti, Daniele Marinazzo +2
We introduce a novel method for identifying the modular structures of a network based on the maximization of an objective function: the ratio association. This cost function arises…