SimBins bins node-pair similarities in target and auxiliary layers, estimates connection probabilities from training data, and reports modest held-out AUC gains over two weak baselines on most tested multiplex networks.
Improving Routing Performance in AODV with Link Prediction in Mobile Adhoc Networks
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SimBins: An information-theoretic approach to link prediction in real multiplex networks
SimBins bins node-pair similarities in target and auxiliary layers, estimates connection probabilities from training data, and reports modest held-out AUC gains over two weak baselines on most tested multiplex networks.