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 2020-11-01 to 2024-11-01.)

Article	Citations
Multi-Scale attributed node embedding	227
Bayesian inference of network structure from unreliable data	39
The impact of human mobility networks on the global spread of COVID-19	37
Random walks on weighted networks: a survey of local and non-local dynamics	23
The distance backbone of complex networks	21
Hypergraphs for predicting essential genes using multiprotein complex data	18
Assortativity measures for weighted and directed networks	17
The role of age in the spreading of COVID-19 across a social network in Bucharest	14
Networks with growth and preferential attachment: modelling and applications	12
Animal social networks: an introduction for complex systems scientists	11
Pearson correlations on complex networks	11
Interest clustering coefficient: a new metric for directed networks like Twitter	10
The friendship paradox in real and model networks	10
A dynamic model for the mutual constitution of individuals and events	10
Normalized Laplace operators for hypergraphs with real coefficients	10
Branching process descriptions of information cascades on Twitter	9
Modelling the impact of social distancing and targeted vaccination on the spread of COVID-19 through a real city-scale contact network	9
Does meditation lead to a stable mind? Synchronous stability and time-varying graphs in meditators	9
Graph-based feature extraction and classification of wet and dry cough signals: a machine learning approach	8
Evaluating community detection algorithms for progressively evolving graphs	8
Characterization of robustness and resilience in graphs: a mini-review	8
Mapping flows on weighted and directed networks with incomplete observations	7
Extracting the signed backbone of intrinsically dense weighted networks	7
Minimizing the Effect of Cascade Failure in Multilayer Networks with Optimal Redistribution of Link Loads	6
A novel recovery strategy based on link prediction and hyperbolic geometry of complex networks	5

Covariance and correlation measures on a graph in a generalized bag-of-paths formalism	5
The performance of cooperation strategies for enhancing the efficiency of international oil trade networks	5
Mapping computational thinking mindsets between educational levels with cognitive network science	5
(Unintended) Consequences of export restrictions on medical goods during the Covid-19 pandemic	4
The modularity of random graphs on the hyperbolic plane	4
The robustness of the photosynthetic system I energy transfer complex network to targeted node attack and random node failure	4
Social relationships in children: favourable influence of activities promoting self-awareness and empathic interaction	4
Spectral density of random graphs: convergence properties and application in model fitting	4
Unveiling the potential of phase portrait-based recurrence network: a revelation through lung sound analysis	4
Quasi-symmetries in complex networks: a dynamical model approach	3
Finding optimal assortativity configurations in directed networks	3
Popularity and centrality in Spotify networks: critical transitions in eigenvector centrality	3
Multiplicity and diversity: analysing the optimal solution space of the correlation clustering problem on complete signed graphs	3
Detecting the number of clusters in a network	3
A model of indirect contagion based on a news similarity network	3
Synchronization on star-like graphs and emerging $\mathbb{Z}_{p}$ symmetries at strong coupling	3
Exact and approximate role assignment for multi-layer networks	3
Cliques in geometric inhomogeneous random graphs	3