A glimpse on big data analytics in the framework of marketing strategies

P Ducange, R Pecori, P Mezzina - Soft Computing, 2018 - Springer
Mining and analyzing the valuable knowledge hidden behind the amount of data available
in social media is becoming a fundamental prerequisite for any effective and successful …

[HTML][HTML] A virtual learning architecture enhanced by fog computing and big data streams

R Pecori - Future Internet, 2018 - mdpi.com
In recent years, virtual learning environments are gaining more and more momentum,
considering both the technologies deployed in their support and the sheer number of …

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 …

Social relevance index for studying communities in a facebook group of patients

L Sani, G Lombardo, R Pecori, P Fornacciari… - … 2018, Parma, Italy, April …, 2018 - Springer
Abstract Identifying Relevant Sets, ie, variable subsets that exhibit a coordinated behavior, in
complex systems is a very relevant research topic. Systems that exhibit complex dynamics …

Searching relevant variable subsets in complex systems using k-means PSO

G Silvestri, L Sani, M Amoretti, R Pecori, E Vicari… - Artificial Life and …, 2018 - Springer
Abstract The Relevance Index method has been shown to be effective in identifying
Relevant Sets in complex systems, ie, variable sub-sets that exhibit a coordinated behavior …

GPU-based parallel search of relevant variable sets in complex systems

E Vicari, M Amoretti, L Sani, M Mordonini… - Advances in Artificial …, 2017 - Springer
Various methods have been proposed to identify emergent dynamical structures in complex
systems. In this paper, we focus on the Dynamical Cluster Index (DCI), a measure based on …

A relevance index method to infer global properties of biological networks

M Villani, L Sani, M Amoretti, E Vicari, R Pecori… - Artificial Life and …, 2018 - Springer
Many complex systems, both natural and artificial, may be represented by networks of
interacting nodes. Nevertheless, it is often difficult to find meaningful correspondences …

[PDF][PDF] Knowledge Discovery on Scopus.

P Fornacciari, M Mordonini, M Nonelli, L Sani… - KDWeb, 2017 - ceur-ws.org
Scopus is a well known repository of metadata about scientific research articles. In this work,
we gather data from this repository to create a social graph of scientific authors, starting from …

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 …

[HTML][HTML] 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 …