Ítalo Santana

According to our database, Ítalo Santana authored at least 6 papers between 2021 and 2025.

Collaborative distances:

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

2025

Support vector machines with the hard-margin loss: optimal training via combinatorial Benders' cuts.

Ítalo Santana, Breno Serrano, Maximilian Schiffer, Thibaut Vidal

J. Glob. Optim., May, 2025

An ML-Based Quantum Advantage Calculator.

Miguel Paredes Quiñones, Ítalo Santana, Diego Noble

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

2023

Neural Networks for Local Search and Crossover in Vehicle Routing: A Possible Overkill?

Ítalo Santana, Andrea Lodi, Thibaut Vidal

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2023

2022

Improving a state-of-the-art heuristic for the minimum latency problem with data mining.

Ítalo Santana, Alexandre Plastino, Isabel Rosseti

Int. Trans. Oper. Res., 2022

MineReduce-Based Metaheuristic for the Minimum Latency Problem.

Marcelo Rodrigues de Holanda Maia, Ítalo Santana, Isabel Rosseti, Uéverton dos Santos Souza, Alexandre Plastino

Proceedings of the Metaheuristics - 14th International Conference, 2022

2021

PILS: Exploring high-order neighborhoods by pattern mining and injection.

Florian Arnold, Ítalo Santana, Kenneth Sörensen, Thibaut Vidal

Pattern Recognit., 2021