437 citations · 1.2k across the 32 of their papers we have counts for
33 papers
Dynamics-structure interchangeability in binary opinion models on multiplex networks
Julian Sienkiewicz, Anna Chmiel
We examine the interchangeability between two duplex systems with opinion dynamics: one characterized by different dynamics parameters and on each layer and full node o…
Temperature-Noise Interplay in a Coupled Model of Opinion Dynamics
Anna Chmiel, Julian Sienkiewicz
We consider a coupled system mimicking opinion formation under the influence of a group of neighbors (-lobby) that consists of an Ising part governed by temperature-like par…
q-neighbor Ising model on a polarized network
Anna Chmiel, Julian Sienkiewicz
In this paper, we examine the interplay between the lobby size in the -neighbor Ising model of opinion formation (Phys. Rev. E 92, 052105) and the level of overlap of tw…
MAIR: Framework for mining relationships between research articles, strategies, and regulations in the field of explainable artificial intelligence
Stanisław Gizinski, Michał Kuzba, Bartosz Pielinski +3
The growing number of AI applications, also for high-stake decisions, increases the interest in Explainable and Interpretable Machine Learning (XI-ML). This trend can be seen both…
Transitions between polarization and radicalization in a temporal bilayer echo chambers model
Łukasz G. Gajewski, Julian Sienkiewicz, Janusz A. Hołyst
Echo chambers and polarisation dynamics are as of late a very prominent topic in scientific communities around the world. As these phenomena directly affect our lives and seemingly…
Discovering hidden layers in quantum graphs
Łukasz G. Gajewski, Julian Sienkiewicz, Janusz A. Hołyst
Finding hidden layers in complex networks is an important and a non-trivial problem in modern science. We explore the framework of quantum graphs to determine whether concealed par…