Lorenzo Bonasera

According to our database, Lorenzo Bonasera authored at least 7 papers between 2024 and 2026.

Collaborative distances:

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

2026

The Role of Noisy Data in Improving CNN Robustness for Image Classification.

Oscar Hernán Ramírez-Agudelo, Nicoleta Gorea, Aliza Reif, Lorenzo Bonasera, Michael Karl

CoRR, January, 2026

A unified approach to extract interpretable rules from tree ensembles via Integer Programming.

Lorenzo Bonasera, Emilio Carrizosa

Comput. Oper. Res., 2026

2025

Operations Research for Interpretable Machine Learning.

Lorenzo Bonasera

4OR, September, 2025

Black-Box Universal Adversarial Attack on Automatic Speech Recognition Systems for Maritime Radio Communication Using Evolutionary Strategies.

Aliza Katharina Reif, Lorenzo Bonasera, Stjepan Picek, Oscar Hernán Ramírez-Agudelo, Michael Karl

Proceedings of the 18th ACM Workshop on Artificial Intelligence and Security, 2025

2024

Optimal shapelets tree for time series interpretable classification.

Lorenzo Bonasera, Stefano Gualandi

EURO J. Comput. Optim., 2024

A Unified Approach to Extract Intepretable Rules from Tree Ensembles via Integer Programming.

Lorenzo Bonasera, Emilio Carrizosa

CoRR, 2024

Learning Sparse-Lets for Interpretable Classification of Event-interval Sequences.

Lorenzo Bonasera, Davide Duma, Stefano Gualandi

Proceedings of the Metaheuristics - 15th International Conference, 2024