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 2020-04-01 to 2024-04-01.)

Article	Citations
Multi-Scale attributed node embedding	165
Configuration models of random hypergraphs	58
The impact of human mobility networks on the global spread of COVID-19	36
Bayesian inference of network structure from unreliable data	31
Cascading failures in complex networks	26
Motif discovery algorithms in static and temporal networks: A survey	20
Random walks on weighted networks: a survey of local and non-local dynamics	19
The polarization within and across individuals: the hierarchical Ising opinion model	18
Non-local network dynamics via fractional graph Laplacians	16
The distance backbone of complex networks	16
Hypergraphs for predicting essential genes using multiprotein complex data	15
The role of age in the spreading of COVID-19 across a social network in Bucharest	12
Assortativity measures for weighted and directed networks	11
Branching process descriptions of information cascades on Twitter	9
Normalized Laplace operators for hypergraphs with real coefficients	9
Evaluating community detection algorithms for progressively evolving graphs	8
A density-based statistical analysis of graph clustering algorithm performance	8
Does meditation lead to a stable mind? Synchronous stability and time-varying graphs in meditators	8
Animal social networks: an introduction for complex systems scientists	8
Modelling the impact of social distancing and targeted vaccination on the spread of COVID-19 through a real city-scale contact network	8
Characterization of robustness and resilience in graphs: a mini-review	8
Networks with growth and preferential attachment: modelling and applications	8
A dynamic model for the mutual constitution of individuals and events	7
Pearson correlations on complex networks	6
The friendship paradox in real and model networks	6

Interest clustering coefficient: a new metric for directed networks like Twitter	6
Selfish algorithm and emergence of collective intelligence	5
Covariance and correlation measures on a graph in a generalized bag-of-paths formalism	5
Graph-based feature extraction and classification of wet and dry cough signals: a machine learning approach	5
Mapping computational thinking mindsets between educational levels with cognitive network science	5
A novel recovery strategy based on link prediction and hyperbolic geometry of complex networks	5
Erratum to: Cascading failures in complex networks	4
Spectral density of random graphs: convergence properties and application in model fitting	4
The modularity of random graphs on the hyperbolic plane	4
New contributions for the comparison of community detection algorithms in attributed networks	4
The robustness of the photosynthetic system I energy transfer complex network to targeted node attack and random node failure	4
Network entropy using edge-based information functionals	4
Mapping flows on weighted and directed networks with incomplete observations	4
Disentangling shock diffusion on complex networks: identification through graph planarity	4
Minimizing the Effect of Cascade Failure in Multilayer Networks with Optimal Redistribution of Link Loads	4
Extracting the signed backbone of intrinsically dense weighted networks	4
Synchronization on star-like graphs and emerging $\mathbb{Z}_{p}$ symmetries at strong coupling	3
The performance of cooperation strategies for enhancing the efficiency of international oil trade networks	3
On the transaction dynamics of the Ethereum-based cryptocurrency	3
Social relationships in children: favourable influence of activities promoting self-awareness and empathic interaction	3
Correlated structural evolution within multiplex networks	3
A model of indirect contagion based on a news similarity network	3
(Unintended) Consequences of export restrictions on medical goods during the Covid-19 pandemic	3
Multiplicity and diversity: analysing the optimal solution space of the correlation clustering problem on complete signed graphs	3
Finding optimal assortativity configurations in directed networks	3
Popularity and centrality in Spotify networks: critical transitions in eigenvector centrality	3
Unveiling the potential of phase portrait-based recurrence network: a revelation through lung sound analysis	3