OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Complex Networks is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)

Article	Citations
An empirical comparison of connectivity-based distances on a graph and their computational scalability	42
Spectral density of random graphs: convergence properties and application in model fitting	29
Indirect inference of sensitive variables with peer network survey	16
The performance of cooperation strategies for enhancing the efficiency of international oil trade networks	14
Construction and stochastic scale-free modelling of empirical, global, index-case SARS-CoV-2 transmission network	11
Minimizing the Effect of Cascade Failure in Multilayer Networks with Optimal Redistribution of Link Loads	11
Gauging node consistency in accusation–endorsement networks	9
Predicting unknown directed links of conserved networks from flow data	9
Mapping computational thinking mindsets between educational levels with cognitive network science	8
Cliques in geometric inhomogeneous random graphs	8
Pearson correlations on complex networks	6
Efficient sampling of complex interdependent and multiplex networks	6
(Unintended) Consequences of export restrictions on medical goods during the Covid-19 pandemic	6
The modularity of random graphs on the hyperbolic plane	5
Could network structures generated with simple rules imposed on a cubic lattice reproduce the structural descriptors of globular proteins?	5
Fixation of the Moran process on trees	5
Community detection in social networks by incorporating the preferential selection	4
Unveiling the potential of phase portrait-based recurrence network: a revelation through lung sound analysis	4
Graph-based feature extraction and classification of wet and dry cough signals: a machine learning approach	4
Mapping flows on weighted and directed networks with incomplete observations	4
A novel recovery strategy based on link prediction and hyperbolic geometry of complex networks	3
Classically boosted network embeddings	3
A model of indirect contagion based on a news similarity network	3
The role of age in the spreading of COVID-19 across a social network in Bucharest	3
Modelling the impact of social distancing and targeted vaccination on the spread of COVID-19 through a real city-scale contact network	3