551 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- China Medical UniversityTW22 papers
- China Medical University HospitalTW22 papers
- University of MariborSI22 papers
- Complexity Science HubAT21 papers
- Universidade Estadual de MaringáBR10 papers
- Kyung Hee UniversityKR7 papers
- Institute for Complex SystemsIT5 papers
- Moscow Institute of Physics and TechnologyRU5 papers
- Universidad Rey Juan CarlosES5 papers
- Adyghe State UniversityRU4 papers
- Buryat State UniversityRU4 papers
- Lomonosov Moscow State UniversityRU4 papers
24 papers
Universal productivity patterns in research careers
Andre S. Sunahara, Matjaz Perc, Haroldo V. Ribeiro
A common expectation is that career productivity peaks rather early and then gradually declines with seniority. But whether this holds true is still an open question. Here we inves…
Interplay between particle trapping and heterogeneity in anomalous diffusion
Haroldo V. Ribeiro, Angel A. Tateishi, Ervin K. Lenzi +2
Heterogeneous media diffusion is often described using position-dependent diffusion coefficients and estimated indirectly through mean squared displacement in experiments. This app…
Complexity of the COVID-19 pandemic in Maringa
Andre S. Sunahara, Arthur A. B. Pessa, Matjaz Perc +1
While extensive literature exists on the COVID-19 pandemic at regional and national levels, understanding its dynamics and consequences at the city level remains limited. This stud…
Deep Learning Criminal Networks
Haroldo V. Ribeiro, Diego D. Lopes, Arthur A. B. Pessa +6
Recent advances in deep learning methods have enabled researchers to develop and apply algorithms for the analysis and modeling of complex networks. These advances have sparked a s…
Eco-evolutionary cyclic dominance among predators, prey, and parasites
Sayantan Nag Chowdhury, Jeet Banerjee, Matjaž Perc +1
Predator prey interactions are one of ecology's central research themes, but with many interdisciplinary implications across the social and natural sciences. Here we consider an of…
Age and market capitalization drive large price variations of cryptocurrencies
Arthur A. B. Pessa, Matjaz Perc, Haroldo V. Ribeiro
Cryptocurrencies are considered the latest innovation in finance with considerable impact across social, technological, and economic dimensions. This new class of financial assets…
Oppressed species can form a winning pair in a multi-species ecosystem
Attila Szolnoki, Matjaz Perc
The self-protection of alliances against external invaders is a key concept behind the maintenance of biodiversity in the face of natural selection. But since these alliances, whic…
Why are there six degrees of separation in a social network?
Ivan Samoylenko, David Aleja, Eva Primo +11
A wealth of evidence shows that real world networks are endowed with the small-world property i.e., that the maximal distance between any two of their nodes scales logarithmically…
Machine Learning Partners in Criminal Networks
Diego D. Lopes, Bruno R. da Cunha, Alvaro F. Martins +5
Recent research has shown that criminal networks have complex organizational structures, but whether this can be used to predict static and dynamic properties of criminal networks…
Clustering free-falling paper motion with complexity and entropy
Arthur A. B. Pessa, Matjaz Perc, Haroldo V. Ribeiro
Many simple natural phenomena are characterized by complex motion that appears random at first glance, but that often displays underlying patterns and behavior that can be clustere…
Universality of political corruption networks
Alvaro F. Martins, Bruno R. da Cunha, Quentin S. Hanley +3
Corruption crimes demand highly coordinated actions among criminal agents to succeed. But research dedicated to corruption networks is still in its infancy and indeed little is kno…
Dynamics on higher-order networks: A review
Soumen Majhi, Matjaz Perc, Dibakar Ghosh
Network science has evolved into an indispensable platform for studying complex systems. But recent research has identified limits of classical networks, where links connect pairs…
Determining liquid crystal properties with ordinal networks and machine learning
Arthur A. B. Pessa, Rafael S. Zola, Matjaz Perc +1
Machine learning methods are becoming increasingly important for the development of materials science. In spite of this, the use of image analysis in the development of these syste…
Swarmalators under competitive time-varying phase interactions
Gourab K. Sar, Sayantan Nag Chowdhury, Matjaz Perc +1
Swarmalators are entities with the simultaneous presence of swarming and synchronization that reveal emergent collective behavior due to the fascinating bidirectional interplay bet…
Evolution of honesty in higher-order social networks
Aanjaneya Kumar, Sandeep Chowdhary, Valerio Capraro +1
Sender-receiver games are simple models of information transmission that provide a formalism to study the evolution of honest signaling and deception between a sender and a receive…
Association between productivity and journal impact across disciplines and career age
Andre S. Sunahara, Matjaz Perc, Haroldo V. Ribeiro
The association between productivity and impact of scientific production is a long-standing debate in science that remains controversial and poorly understood. Here we present a la…
Vector Centrality in Hypergraphs
Kirill Kovalenko, Miguel Romance, Ekaterina Vasilyeva +9
Identifying the most influential nodes in networked systems is of vital importance to optimize their function and control. Several scalar metrics have been proposed to that effect,…
The self-organizing impact of averaged payoffs on the evolution of cooperation
A. Szolnoki, M. Perc
According to the fundamental principle of evolutionary game theory, the more successful strategy in a population should spread. Hence, during a strategy imitation process a player…
Predicting transitions in cooperation levels from network connectivity
A. Zhuk, I. Sendiña-Nadal, I. Leyva +4
Networks determine our social circles and the way we cooperate with others. We know that topological features like hubs and degree assortativity affect cooperation, and we know tha…
Contrarians synchronize beyond the limit of pairwise interactions
K. Kovalenko, X. Dai, K. Alfaro-Bittner +3
We give evidence that a population of pure contrarians globally coupled D-dimensional Kuramoto oscillators reaches a collective synchronous state when the interplay between the uni…
Collective dynamics of heterogeneously and nonlinearly coupled phase oscillators
Can Xu, Xiaohuan Tang, Huaping Lü +4
Coupled oscillators have been used to study synchronization in a wide range of social, biological, and physical systems, including pedestrian-induced bridge resonances, coordinated…
Mathematical foundations of moral preferences
Valerio Capraro, Matjaz Perc
One-shot anonymous unselfishness in economic games is commonly explained by social preferences, which assume that people care about the monetary payoffs of others. However, during…
Autopoietic influence hierarchies in pancreatic -cells
Dean Korošak, Marko Jusup, Boris Podobnik +4
-cells are biologically essential for humans and other vertebrates. Because their functionality arises from cell-cell interactions, they are also a model system for collective o…
The model of an anomaly detector for HiLumi LHC magnets based on Recurrent Neural Networks and adaptive quantization
Maciej Wielgosz, Matej Mertik, Andrzej Skoczeń +1
This paper focuses on an examination of an applicability of Recurrent Neural Network models for detecting anomalous behavior of the CERN superconducting magnets. In order to conduc…