Random Walk

Random Walk with Restart on multilayer networks: from node prioritisation to supervised link prediction and beyond featured image
Random Walk

Random Walk with Restart on multilayer networks: from node prioritisation to supervised link prediction and beyond

We present a comprehensive framework for Random Walk with Restart on multilayer networks, extending its application from node prioritisation to supervised link prediction and …

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Universal Multilayer Network Exploration by Random Walk with Restart featured image
Multilayer Networks

Universal Multilayer Network Exploration by Random Walk with Restart

📖 _Communications Physics_ · 2022 — A universal framework for multilayer network exploration using Random Walk with Restart, enabling the integration of heterogeneous biological …

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Multilayer Networks

Modèles multi-couches et méthodes d'exploration de réseaux biologiques

Multilayer models and exploration methods for biological networks. Developed new formalism of random walk with restart on multilayer networks, the MultiXrank Python package, and …

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