Mattia Pellegrino

According to our database, Mattia Pellegrino authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

A Multi-Head LSTM Architecture for Bankruptcy Prediction with Time Series Accounting Data.

Mattia Pellegrino, Gianfranco Lombardo, George Adosoglou, Stefano Cagnoni, Panos M. Pardalos, Agostino Poggi

Future Internet, March, 2024

2023

A System for Tracking Patients in the Operating Room - A Pilot Study.

Mattia Pellegrino, Gianfranco Lombardo, Monica Mordonini, Stefano Cagnoni, Eleonora Bottani, Valentina Bellini, Elena Giovanna Bignami, Agostino Poggi

Proceedings of the 24th Workshop "From Objects to Agents", 2023

2022

Fine-Grained Agent-Based Modeling to Predict Covid-19 Spreading and Effect of Policies in Large-Scale Scenarios.

Gianfranco Lombardo, Mattia Pellegrino, Michele Tomaiuolo, Stefano Cagnoni, Monica Mordonini, Mario Giacobini, Agostino Poggi

IEEE J. Biomed. Health Informatics, 2022

High-Performance Computing and ABMS for High-Resolution COVID-19 Spreading Simulation.

Mattia Pellegrino, Gianfranco Lombardo, Stefano Cagnoni, Agostino Poggi

Future Internet, 2022

Machine Learning for Bankruptcy Prediction in the American Stock Market: Dataset and Benchmarks.

Gianfranco Lombardo, Mattia Pellegrino, George Adosoglou, Stefano Cagnoni, Panos M. Pardalos, Agostino Poggi

Future Internet, 2022

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

Gianfranco Lombardo, Mattia Pellegrino, Agostino Poggi

Proceedings of the 23rd Workshop "From Objects to Agents", 2022

Building a Sentiment Analysis Model for Libraries: The CSBNO Consortium Approach.

Anna Maria Tammaro, Michele Tomaiuolo, Monica Mordonini, Mattia Pellegrino, Riccardo Demicelis

Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022

2021

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

Mattia Pellegrino, Gianfranco Lombardo, Monica Mordonini, Michele Tomaiuolo, Stefano Cagnoni, Agostino Poggi

Proceedings of the 22nd Workshop "From Objects to Agents", 2021

Demand Forecasting for an Automotive Company with Neural Network and Ensemble Classifiers Approaches.

Eleonora Bottani, Monica Mordonini, Beatrice Franchi, Mattia Pellegrino

Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021