Stefania Ferrisi

According to our database, Stefania Ferrisi authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Audio-Driven Unsupervised Learning for Tool Wear Detection in Milling Operations.

Stefania Ferrisi, Michael Laucella, Emauele Perziano, Pietro Marinelli, Chiara Puricelli, Giuseppina Ambrogio

Proceedings of the 7th International Conference on Industry of the Future and Smart Manufacturing (ISM 2025), 2025

Enhancing Predictive Maintenance for Heavy Vehicles: A Multi-Stage Feature Selection and Preprocessing Framework on the Scania Dataset.

Stefania Ferrisi, Romina Conte, Rosita Guido, Giuseppina Ambrogio

Proceedings of the 7th International Conference on Industry of the Future and Smart Manufacturing (ISM 2025), 2025

Deep Reinforcement Learning-based Parameter Optimization in Milling: A Novel Approach for Enhancing Tool Life.

Stefania Ferrisi, Mohamadreza Afrasiabi, Rosita Guido, Domenico Umbrello, Giuseppina Ambrogio, Markus Bambach

Proceedings of the 2nd Workshop on Green-Aware Artificial Intelligence (Green-Aware AI@ECAI 2025) co-located with the 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

2024

An Overview on the Advancements of Support Vector Machine Models in Healthcare Applications: A Review.

Rosita Guido, Stefania Ferrisi, Danilo Lofaro, Domenico Conforti

Inf., April, 2024

Application of Two-Parameter Weibull Distribution for Predictive Maintenance: A Case Study.

Stefania Ferrisi, Paolo Cappellari, Rosita Guido, Domenico Umbrello, Giuseppina Ambrogio

Proceedings of the 6th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2024), 2024

2023

Tool Condition Monitoring for milling process using Convolutional Neural Networks.

Stefania Ferrisi, Gabriele Zangara, David Rodríguez Izquierdo, Danilo Lofaro, Rosita Guido, Domenico Conforti, Giuseppina Ambrogio

Proceedings of the 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023