An Iterative Information‐Theoretic Approach to the Detection of Structures in Complex Systems

M Villani, L Sani, R Pecori, M Amoretti, A Roli… - …, 2018 - Wiley Online Library
Systems that exhibit complex behaviours often contain inherent dynamical structures which
evolve over time in a coordinated way. In this paper, we present a methodology based on …

Asymptotic information-theoretic detection of dynamical organization in complex systems

G D'Addese, L Sani, L La Rocca, R Serra, M Villani - Entropy, 2021 - mdpi.com
The identification of emergent structures in complex dynamical systems is a formidable
challenge. We propose a computationally efficient methodology to address such a …

A fast and effective method to identify relevant sets of variables in complex systems

G D'Addese, M Casari, R Serra, M Villani - Mathematics, 2021 - mdpi.com
In many complex systems one observes the formation of medium-level structures, whose
detection could allow a high-level description of the dynamical organization of the system …

The detection of dynamical organization in cancer evolution models

L Sani, G D'Addese, A Graudenzi, M Villani - Artificial Life and …, 2020 - Springer
Many systems in nature, society and technology are composed of numerous interacting
parts. Very often these dynamics lead to the formation of medium-level structures, whose …

A methodological approach to investigate interactive dynamics in innovative socio-economic complex systems

R Righi - Statistica Applicata-Italian Journal of Applied Statistics, 2018 - sa-ijas.org
Three aspects have been addressed to characterize agents' innovative interactions (Lane,
2011): relational structures, shared processes and common functions. A new …

Two-Level Detection of Dynamic Organization in Cancer Evolution Models

G D'Addese, A Graudenzi, L La Rocca… - Italian Workshop on …, 2021 - Springer
Many systems in nature, society and technology are composed of numerous nonlinearly
interacting parts. The dynamic organization of these systems often allows the emergence of …

[PDF][PDF] A Fast and Effective Method to Identify Relevant Sets of Variables in Complex Systems. Mathematics 2021, 9, 1022

G D'Addese, M Casari, R Serra, M Villani - 2021 - academia.edu
In many complex systems one observes the formation of medium-level structures, whose
detection could allow a high-level description of the dynamical organization of the system …

Functional Interactions in Complex Networks: A Three-Step Methodology for the Implementation of the Relevance Index (RI)

R Righi, S Samoili - Artificial Life and Evolutionary Computation: 12th …, 2018 - Springer
In order to enable the management of the large presence of similar groups of agents,
namely masks, resulting from the implementation of the Relevance Index (RI) algorithm, the …