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 2021-04-01 to 2025-04-01.)

Article	Citations
Opinion evolution in society with stubborn agents using Temporal Model for Opinion and Triad Network Formation (TMOTNF)	281
Mapping flows on weighted and directed networks with incomplete observations	23
An empirical comparison of connectivity-based distances on a graph and their computational scalability	21
Social relationships in children: favourable influence of activities promoting self-awareness and empathic interaction	20
Cliques in geometric inhomogeneous random graphs	20
Unveiling the potential of phase portrait-based recurrence network: a revelation through lung sound analysis	14
Risk-dependent centrality in the Brazilian stock market	14
The modularity of random graphs on the hyperbolic plane	11
The friendship paradox in real and model networks	10
Extracting the signed backbone of intrinsically dense weighted networks	10
Mapping computational thinking mindsets between educational levels with cognitive network science	9
Quantum hub and authority centrality measures for directed networks based on continuous-time quantum walks	8
(Unintended) Consequences of export restrictions on medical goods during the Covid-19 pandemic	8
Estimating the correlation in network disturbance models	7
A model of indirect contagion based on a news similarity network	7
Spectral density of random graphs: convergence properties and application in model fitting	6
The distance backbone of complex networks	5
Connectivity-based time centrality in time-varying graphs	5
The role of age in the spreading of COVID-19 across a social network in Bucharest	5
Indirect inference of sensitive variables with peer network survey	4
Classically boosted network embeddings	4
Gravity and depth of social media networks	4
Modelling the impact of social distancing and targeted vaccination on the spread of COVID-19 through a real city-scale contact network	4
A novel recovery strategy based on link prediction and hyperbolic geometry of complex networks	4
Locating highly connected clusters in large networks with HyperLogLog counters	4

Minimizing the Effect of Cascade Failure in Multilayer Networks with Optimal Redistribution of Link Loads	3
Pearson correlations on complex networks	3
The performance of cooperation strategies for enhancing the efficiency of international oil trade networks	3
Markets as ecological networks: inferring interactions and identifying communities	3
Construction and stochastic scale-free modelling of empirical, global, index-case SARS-CoV-2 transmission network	3
Interest clustering coefficient: a new metric for directed networks like Twitter	3