Publications by bootstrap
http://www.focproject.eu/publications/160
enBootstrapping topology and systemic risk of complex network using the fitness model
http://www.focproject.eu/publications/bootstrapping-topology-and-systemic-risk-complex-network-using-fitness-model-0
<div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded"><p>We present a novel method to reconstruct complex network from partial information. We assume to know the links only for a subset of the nodes and to know some non-topological quantity (fitness) characterising every node. The missing links are generated on the basis of the latter quan- tity according to a fitness model calibrated on the subset of nodes for which links are known. We measure the quality of the reconstruction of several topological properties, such as the network density and the degree distri- bution as a function of the size of the initial subset of nodes.</p></div></div></div>Tue, 16 Oct 2012 15:05:53 +000022877 at http://www.focproject.eu