39 citations · 40 across the 4 of their papers we have counts for
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cs.SI2014★ 39 cited
Multilevel Hierarchical Kernel Spectral Clustering for Real-Life Large Scale Complex Networks
Raghvendra Mall, Rocco Langone, Johan A. K. Suykens
Kernel spectral clustering corresponds to a weighted kernel principal component analysis problem in a constrained optimization framework. The primal formulation leads to an eigen-d…
cs.SI2014★ 1 cited
Clustering evolving data using kernel-based methods
Rocco Langone
In this thesis, we propose several modelling strategies to tackle evolving data in different contexts. In the framework of static clustering, we start by introducing a soft kernel…