Scalable graph neural network-based framework for identifying critical nodes and links in complex networks

Author:

Munikoti Sai,Das Laya,Natarajan Balasubramaniam

Funder

National Science Foundation

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference39 articles.

1. Lstm variants meet graph neural networks for road speed prediction;Lu;Neurocomputing,2020

2. Molecular generative graph neural networks for drug discovery;Bongini;Neurocomputing,2021

3. Robustness assessment of hetero-functional graph theory based model of interdependent urban utility networks;Munikoti;Reliability Engineering & System Safety,2021

4. Detecting critical nodes in sparse graphs;Arulselvan;Computers & Operations Research,2009

5. On the use of brokerage approach to discover influencing nodes in terrorist networks;Chaurasia;Social Networking, Springer,2014

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