Bruno Machado Pacheco

According to our database, Bruno Machado Pacheco authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

A Relax-Fix-and-Exclude algorithm for an MINLP problem with multilinear interpolations.

Bruno Machado Pacheco, Pedro Marcolin Antunes, Eduardo Camponogara, Laio Oriel Seman, Vinícius Ramos Rosa, Bruno Ferreira Vieira, Cesar Longhi

J. Glob. Optim., April, 2026

Graph neural networks for the offline nanosatellite task scheduling problem.

Bruno Machado Pacheco, Laio Oriel Seman, Cezar Antônio Rigo, Eduardo Camponogara, Eduardo Augusto Bezerra, Leandro dos Santos Coelho

Appl. Soft Comput., 2026

2024

Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift.

Bruno Laboissiere Camargos Borges, Bruno Machado Pacheco, Danilo Silva

CoRR, 2024

Solving Differential Equations using Physics-Informed Deep Equilibrium Models.

Bruno Machado Pacheco, Eduardo Camponogara

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

Towards fully automated deep-learning-based brain tumor segmentation: Is brain extraction still necessary?

Bruno Machado Pacheco, Guilherme de Souza e Cassia, Danilo Silva

Biomed. Signal Process. Control., April, 2023

Deep-learning-based Early Fixing for Gas-lifted Oil Production Optimization: Supervised and Weakly-supervised Approaches.

Bruno Machado Pacheco, Laio Oriel Seman, Eduardo Camponogara

CoRR, 2023

A Graph Neural Network Approach to Nanosatellite Task Scheduling: Insights into Learning Mixed-Integer Models.

Bruno Machado Pacheco, Laio Oriel Seman, Cezar Antônio Rigo, Eduardo Camponogara, Eduardo Augusto Bezerra, Leandro dos Santos Coelho

CoRR, 2023

Does Pre-training on Brain-Related Tasks Results in Better Deep-Learning-Based Brain Age Biomarkers?

Bruno Machado Pacheco, Victor Hugo Rocha de Oliveira, Augusto Braga Fernandes Antunes, Saulo Domingos de Souza Pedro, Danilo Silva

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023