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 2021-05-01 to 2025-05-01.)

Article	Citations
An empirical comparison of connectivity-based distances on a graph and their computational scalability	36
Spectral density of random graphs: convergence properties and application in model fitting	21
Indirect inference of sensitive variables with peer network survey	14
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	10
Predicting unknown directed links of conserved networks from flow data	9
Minimizing the Effect of Cascade Failure in Multilayer Networks with Optimal Redistribution of Link Loads	9
Gauging node consistency in accusation–endorsement networks	8
Cliques in geometric inhomogeneous random graphs	7
(Unintended) Consequences of export restrictions on medical goods during the Covid-19 pandemic	6
Mapping computational thinking mindsets between educational levels with cognitive network science	6
Pearson correlations on complex networks	5
Efficient sampling of complex interdependent and multiplex networks	5
Could network structures generated with simple rules imposed on a cubic lattice reproduce the structural descriptors of globular proteins?	5
Graph-based feature extraction and classification of wet and dry cough signals: a machine learning approach	4
Community detection in social networks by incorporating the preferential selection	4
Fixation of the Moran process on trees	4
Quasi-symmetries in complex networks: a dynamical model approach	4
The modularity of random graphs on the hyperbolic plane	4
Mapping flows on weighted and directed networks with incomplete observations	3
Modelling the impact of social distancing and targeted vaccination on the spread of COVID-19 through a real city-scale contact network	3
A model of indirect contagion based on a news similarity network	3
A novel recovery strategy based on link prediction and hyperbolic geometry of complex networks	3
Unveiling the potential of phase portrait-based recurrence network: a revelation through lung sound analysis	3
The role of age in the spreading of COVID-19 across a social network in Bucharest	3

Classically boosted network embeddings