Digital twin in the IoT context: A survey on technical features, scenarios, and architectural models

R Minerva, GM Lee, N Crespi - Proceedings of the IEEE, 2020 - ieeexplore.ieee.org
Digital twin (DT) is an emerging concept that is gaining attention in various industries. It
refers to the ability to clone a physical object (PO) into a software counterpart. The …

A survey on troll detection

M Tomaiuolo, G Lombardo, M Mordonini, S Cagnoni… - Future internet, 2020 - mdpi.com
A troll is usually defined as somebody who provokes and offends people to make them
angry, who wants to dominate any discussion or who tries to manipulate people's opinions …

Fine-grained agent-based modeling to predict COVID-19 spreading and effect of policies in large-scale scenarios

G Lombardo, M Pellegrino, M Tomaiuolo… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Modeling and forecasting the spread of COVID-19 remains an open problem for several
reasons. One of these concerns the difficulty to model a complex system at a high resolution …

High-performance computing and abms for high-resolution covid-19 spreading simulation

M Pellegrino, G Lombardo, S Cagnoni, A Poggi - Future internet, 2022 - mdpi.com
This paper presents an approach for the modeling and the simulation of the spreading of
COVID-19 based on agent-based modeling and simulation (ABMS). Our goal is not only to …

CSMAS: Improving multi-agent credit scoring system by integrating big data and the new generation of gradient boosting algorithms

Y Tounsi, H Anoun, L Hassouni - … of the 3rd international conference on …, 2020 - dl.acm.org
Credit risk is one of the main risks facing banks and credit institutions, with the current
progress in machine learning, artificial intelligence and big data. Recent research has …

High‐performance extended actors

PA Buhr, CA Parsons, T Delisle… - Software: Practice and …, 2023 - Wiley Online Library
Actors are a popular mechanism for indirectly expressing concurrency. This article examines
an implementation in the concurrent dialect of C++, μ μ C++, which runs actors on shared …

[PDF][PDF] ActoDemic: A Distributed Framework for Fine-Grained Spreading Modeling and Simulation in Large Scale Scenarios.

M Pellegrino, G Lombardo, M Mordonini, M Tomaiuolo… - WOA, 2021 - core.ac.uk
Agent-based modeling and simulation techniques are widely and successfully used for
analyzing complex and emergent phenomena in many research and application areas …

[PDF][PDF] Unsupervised continual learning from synthetic data generated with agent-based modeling and simulation: a preliminary experimentation.

G Lombardo, M Pellegrino, A Poggi - WOA, 2022 - ceur-ws.org
Continual Learning enables to learn a variable number of tasks sequentially without
forgetting knowledge obtained from the past. Catastrophic forgetting usually occurs in neural …

HAMLET: a hierarchical agent-based machine learning platform

A Esmaeili, JC Gallagher, JA Springer… - ACM Transactions on …, 2022 - dl.acm.org
Hierarchical Multi-agent Systems provide convenient and relevant ways to analyze, model,
and simulate complex systems composed of a large number of entities that interact at …

[PDF][PDF] A Scalable and Distributed Actor-Based Version of the Node2Vec Algorithm.

G Lombardo, A Poggi - WOA, 2019 - ceur-ws.org
The analysis of systems that can be modeled as networks of interacting entities is becoming
often more important in different research fields. The application of machine learning …